@InProceedings{Moro25s,
    author = "Moro, V. and Chamon, L. F. O.",
    title = "Solving Differential Equations with Constrained Learning",
    booktitle = "International Conference on Learning Representations\textasciitilde (ICLR)",
    year = "2025",
    arxiv = "\url{https://arxiv.org/abs/2410.22796}"
}

@InProceedings{Chamon24c,
    author = "Chamon, L. F. O. and Jaghargh, M. R. K. and Korba, A.",
    title = "Constrained sampling with primal-dual {L}angevin {M}onte {C}arlo",
    booktitle = "Conference on Neural Information Processing Systems\textasciitilde (NeurIPS)",
    year = "2024",
    arxiv = "\url{https://arxiv.org/abs/2411.00568}"
}

@Article{Calvo-Fullana24s,
    author = "{Calvo-Fullana}, M. and Paternain, S. and Chamon, L. F. O. and Ribeiro, A.",
    title = "State augmented constrained reinforcement learning: {O}vercoming the limitations of learning with rewards",
    journal = "IEEE Trans. on Autom. Control.",
    year = "2024",
    volume = "69[7]",
    pages = "4275--4290",
    arxiv = "\url{https://arxiv.org/abs/2102.11941}"
}

@Article{Chamon23c,
    author = "Chamon, L. F. O. and Paternain, S. and {Calvo-Fullana}, M. and Ribeiro, A.",
    title = "Constrained Learning with Non-Convex Losses",
    journal = "IEEE Trans. on Inf. Theory",
    volume = "69[3]",
    pages = "1739--1760",
    year = "2023",
    arxiv = "\url{https://arxiv.org/abs/2103.05134}",
    doi = "10.1109/TIT.2022.3187948"
}

@Article{Ruiz23t,
    author = "Ruiz, L. and Chamon, L. F. O. and Ribeiro, A.",
    title = "Transferability Properties of Graph Neural Networks",
    journal = "IEEE Trans. on Signal Process.",
    year = "2023",
    volume = "71",
    pages = "3474--3489",
    arxiv = "\url{https://arxiv.org/abs/2112.04629}",
    doi = "10.1109/TSP.2023.3297848"
}

@InProceedings{Robey21a,
    author = "Robey*, A. and Chamon*, L. F. O. and Pappas, G. J. and Hassani, H. and Ribeiro, A.",
    title = "Adversarial Robustness with Semi-Infinite Constrained Learning",
    booktitle = "Conference on Neural Information Processing Systems\textasciitilde (NeurIPS)",
    year = "2021",
    pages = "",
    note = "{(* equal contribution)}",
    arxiv = "\url{https://arxiv.org/abs/2110.15767}"
}

@InProceedings{Chamon20ta,
    author = "Chamon, L. F. O. and Paternain, S. and {Calvo-Fullana}, M. and Ribeiro, A.",
    title = "The empirical duality gap of constrained statistical learning",
    booktitle = "IEEE International Conference in Acoustic, Speech, and Signal Processing (ICASSP)",
    year = "2020",
    pages = "",
    award = "Best student paper award",
    arxiv = "\url{https://arxiv.org/abs/2002.05183}",
    slides = "\url{https://www.luizchamon.com/pdf/chamon\_icassp2020a\_slides.pdf}"
}

@InProceedings{Kalogerias20b,
    author = "Kalogerias, D. S. and Chamon, L. F. O. and Pappas, G. J. and Ribeiro, A.",
    title = "Better safe than sorry: {R}isk-aware nonlinear {B}ayesian estimation",
    booktitle = "IEEE International Conference in Acoustic, Speech, and Signal Processing (ICASSP)",
    year = "2020",
    pages = "",
    award = "Best paper award",
    arxiv = "\url{https://arxiv.org/abs/1912.02933}"
}

@Article{Eisen19l,
    author = "Eisen, M. and Zhang, C. and Chamon, L. F. O. and Lee, D. D. and Ribeiro, A.",
    title = "Learning optimal resource allocations in wireless systems",
    volume = "67[10]",
    journal = "IEEE Trans. on Signal Process.",
    year = "2019",
    pages = "2775--2790",
    award = "Top 50 most accessed articles in IEEE TSP: May, July, Sept, Oct 2019",
    arxiv = "\url{https://arxiv.org/abs/1807.08088}",
    doi = "10.1109/TSP.2019.2908906"
}

@InProceedings{Paternain19c,
    author = "Paternain, S. and Chamon, L. F. O. and {Calvo-Fullana}, M. and Ribeiro, A.",
    title = "Constrained reinforcement learning has zero duality gap",
    booktitle = "Conference on Neural Information Processing Systems\textasciitilde (NeurIPS)",
    year = "2019",
    pages = "7555--7565",
    arxiv = "\url{https://arxiv.org/abs/1910.13393}"
}

@Article{Manolache25l,
    author = "Manolache, Andrei and Chamon, L. F. O. and Niepert, Mathias",
    title = "Learning (Approximately) Equivariant Networks via Constrained Optimization",
    journal = "",
    year = "2025",
    arxiv = "\url{https://arxiv.org/abs/2505.13631}"
}

@Article{Tsigler25b,
    author = "Tsigler, Alexander and Chamon, L. F. O. and Frei, Spencer and Bartlett, Peter L.",
    title = "Benign overfitting and the geometry of the ridge regression solution in binary classification",
    journal = "",
    year = "2025",
    arxiv = "\url{https://arxiv.org/abs/2503.07966}"
}

@Article{Chamon20t,
    author = "Chamon, L. F. O. and Paternain, S. and Ribeiro, A.",
    title = "Trust but verify: {A}ssigning prediction credibility by counterfactual constrained learning",
    journal = "",
    year = "2020",
    arxiv = "\url{https://arxiv.org/abs/2011.12344}"
}

@Article{Chamon16c,
    author = "Chamon, L. F. O. and Lopes, C. G.",
    title = "Combination of {LMS} Adaptive Filters with Coefficients Feedback",
    journal = "",
    year = "2016",
    arxiv = "\url{https://arxiv.org/abs/1608.03248}"
}

@Misc{Lamb19s,
    author = "Lamb, D. and Chamon, L. F. O. and Nascimento, V. H. and Spirer, A.R.",
    title = "Sparse cascaded-integrator-comb filters",
    year = "2019",
    note = "US10367477B2",
    url = "\url{https://patents.google.com/patent/US10367477B2}"
}

@Article{Calvo-Fullana24s,
    author = "{Calvo-Fullana}, M. and Paternain, S. and Chamon, L. F. O. and Ribeiro, A.",
    title = "State augmented constrained reinforcement learning: {O}vercoming the limitations of learning with rewards",
    journal = "IEEE Trans. on Autom. Control.",
    year = "2024",
    volume = "69[7]",
    pages = "4275--4290",
    arxiv = "\url{https://arxiv.org/abs/2102.11941}"
}

@Article{Lopes23d,
    author = "Lopes, C. G. and Nascimento, V. H. and Chamon, L. F. O.",
    title = "Distributed Universal Adaptive Networks",
    journal = "IEEE Trans. on Signal Process.",
    volume = "71",
    pages = "1817--1832",
    year = "2023",
    arxiv = "\url{https://arxiv.org/abs/2307.05746}",
    doi = "10.1109/TSP.2023.3275812"
}

@Article{Chamon23c,
    author = "Chamon, L. F. O. and Paternain, S. and {Calvo-Fullana}, M. and Ribeiro, A.",
    title = "Constrained Learning with Non-Convex Losses",
    journal = "IEEE Trans. on Inf. Theory",
    volume = "69[3]",
    pages = "1739--1760",
    year = "2023",
    arxiv = "\url{https://arxiv.org/abs/2103.05134}",
    doi = "10.1109/TIT.2022.3187948"
}

@Article{Paternain23s,
    author = "Paternain, S. and {Calvo-Fullana}, M. and Chamon, L. F. O. and Ribeiro, A.",
    title = "Safe policies for reinforcement learning via primal-dual methods",
    journal = "IEEE Trans. on Autom. Control.",
    year = "2023",
    volume = "68[3]",
    pages = "1321--1336",
    arxiv = "\url{https://arxiv.org/abs/1911.09101}",
    doi = "10.1109/TAC.2022.3152724"
}

@Article{Ruiz23t,
    author = "Ruiz, L. and Chamon, L. F. O. and Ribeiro, A.",
    title = "Transferability Properties of Graph Neural Networks",
    journal = "IEEE Trans. on Signal Process.",
    year = "2023",
    volume = "71",
    pages = "3474--3489",
    arxiv = "\url{https://arxiv.org/abs/2112.04629}",
    doi = "10.1109/TSP.2023.3297848"
}

@Article{Chamon22a,
    author = "Chamon, L. F. O. and Amice, A. and Ribeiro, A.",
    title = "Approximately supermodular scheduling subject to matroid constraints",
    volume = "67[3]",
    journal = "IEEE Trans. on Autom. Control.",
    year = "2022",
    pages = "1384--1396",
    arxiv = "\url{https://arxiv.org/abs/2003.08841}",
    doi = "10.1109/TAC.2021.3071024"
}

@Article{Chamon21a,
    author = "Chamon, L. F. O. and Pappas, G. J. and Ribeiro, A.",
    title = "Approximate Supermodularity of {K}alman filter sensor selection",
    volume = "66[1]",
    journal = "IEEE Trans. on Autom. Control.",
    year = "2021",
    pages = "49--63",
    arxiv = "\url{https://arxiv.org/abs/1912.03799}",
    doi = "10.1109/TAC.2020.2973774"
}

@Article{Ruiz21g,
    author = "Ruiz, L. and Chamon, L. F. O. and Ribeiro, A.",
    title = "Graphon signal processing",
    journal = "IEEE Trans. on Signal Process.",
    volume = "69",
    year = "2021",
    pages = "4961--4976",
    doi = "10.1109/TSP.2021.3106857",
    arxiv = "\url{https://arxiv.org/abs/2003.05030}"
}

@Article{Chamon20f,
    author = "Chamon, L. F. O. and Eldar, Y. C. and Ribeiro, A.",
    title = "Functional nonlinear sparse models",
    volume = "68[1]",
    journal = "IEEE Trans. on Signal Process.",
    year = "2020",
    pages = "2449--2463",
    arxiv = "\url{https://arxiv.org/abs/1811.00577}",
    doi = "10.1109/TSP.2020.2982834"
}

@Article{Peifer20s,
    author = "Peifer, M. and Chamon, L. F. O. and Paternain, S. and Ribeiro, A.",
    title = "Sparse multiresolution representations with adaptive kernels",
    volume = "68[1]",
    journal = "IEEE Trans. on Signal Process.",
    year = "2020",
    pages = "2031--2044",
    arxiv = "\url{https://arxiv.org/abs/1905.02797}",
    doi = "10.1109/TSP.2020.2976577"
}

@Article{Eisen19l,
    author = "Eisen, M. and Zhang, C. and Chamon, L. F. O. and Lee, D. D. and Ribeiro, A.",
    title = "Learning optimal resource allocations in wireless systems",
    volume = "67[10]",
    journal = "IEEE Trans. on Signal Process.",
    year = "2019",
    pages = "2775--2790",
    award = "Top 50 most accessed articles in IEEE TSP: May, July, Sept, Oct 2019",
    arxiv = "\url{https://arxiv.org/abs/1807.08088}",
    doi = "10.1109/TSP.2019.2908906"
}

@Article{Chamon18g,
    author = "Chamon, L. F. O. and Ribeiro, A.",
    title = "Greedy sampling of graph signals",
    volume = "66[1]",
    journal = "IEEE Trans. on Signal Process.",
    year = "2018",
    pages = "34--47",
    arxiv = "\url{https://arxiv.org/abs/1704.01223}",
    doi = "10.1109/TSP.2017.2755586"
}

@Article{Lamb16a,
    author = "Lamb, D. and Chamon, L. F. O. and Nascimento, V. H.",
    title = "An efficient filtering structure for spline interpolation and decimation",
    volume = "52[1]",
    journal = "IET Electronics Letters",
    year = "2016",
    pages = "39--41",
    doi = "10.1049/el.2015.1957"
}

@Article{Ferro14f,
    author = "Ferro, H. F. and Chamon, L. F. O. and Lopes, C. G.",
    title = "{FIR-IIR} adaptive filters hybrid combination",
    volume = "50[7]",
    journal = "IET Electronics Letters",
    year = "2014",
    pages = "501--503",
    doi = "10.1049/el.2014.0248"
}

@InProceedings{Moro25s,
    author = "Moro, V. and Chamon, L. F. O.",
    title = "Solving Differential Equations with Constrained Learning",
    booktitle = "International Conference on Learning Representations\textasciitilde (ICLR)",
    year = "2025",
    arxiv = "\url{https://arxiv.org/abs/2410.22796}"
}

@InProceedings{Chamon24c,
    author = "Chamon, L. F. O. and Jaghargh, M. R. K. and Korba, A.",
    title = "Constrained sampling with primal-dual {L}angevin {M}onte {C}arlo",
    booktitle = "Conference on Neural Information Processing Systems\textasciitilde (NeurIPS)",
    year = "2024",
    arxiv = "\url{https://arxiv.org/abs/2411.00568}"
}

@InProceedings{Elenter24n,
    author = "Elenter, J. and Chamon, L. F. O. and Ribeiro, A.",
    title = "Near-optimal solutions of constrained learning problems",
    booktitle = "International Conference on Learning Representations\textasciitilde (ICLR)",
    year = "2024",
    arxiv = "\url{https://arxiv.org/abs/2403.11844}"
}

@InProceedings{Hounie23r,
    author = "Hounie, I. and Ribeiro, A. and Chamon, L. F. O.",
    title = "Resilient Constrained Learning",
    booktitle = "Conference on Neural Information Processing Systems\textasciitilde (NeurIPS)",
    year = "2023",
    arxiv = "\url{https://arxiv.org/abs/2306.02426}"
}

@InProceedings{Cervino23l,
    author = "Cervino, J. and Chamon, L. F. O. and Haeffele, B. D. and Vidal, R. and Ribeiro, A.",
    title = "Learning Globally Smooth Functions on Manifolds",
    booktitle = "International Conference on Machine Learning\textasciitilde (ICML)",
    year = "2023",
    arxiv = "\url{https://arxiv.org/abs/2210.00301}"
}

@InProceedings{Hounie23a,
    author = "Hounie, I. and Chamon, L. F. O. and Ribeiro, A.",
    title = "Automatic Data Augmentation via Invariance-Constrained Learning",
    booktitle = "International Conference on Machine Learning\textasciitilde (ICML)",
    year = "2023",
    arxiv = "\url{https://arxiv.org/abs/2209.15031}"
}

@InProceedings{Robey22p,
    author = "Robey, A. and Chamon, L. F. O. and Pappas, G. J. and Hassani, H.",
    title = "Probabilistically Robust Learning: {B}alancing Average- and Worst-case Performance",
    booktitle = "International Conference on Machine Learning\textasciitilde (ICML)",
    year = "2022",
    pages = "",
    award = "spotlight",
    arxiv = "\url{https://arxiv.org/abs/2202.01136}"
}

@InProceedings{Robey21a,
    author = "Robey*, A. and Chamon*, L. F. O. and Pappas, G. J. and Hassani, H. and Ribeiro, A.",
    title = "Adversarial Robustness with Semi-Infinite Constrained Learning",
    booktitle = "Conference on Neural Information Processing Systems\textasciitilde (NeurIPS)",
    year = "2021",
    pages = "",
    note = "{(* equal contribution)}",
    arxiv = "\url{https://arxiv.org/abs/2110.15767}"
}

@InProceedings{Chamon20p,
    author = "Chamon, L. F. O. and Ribeiro, A.",
    title = "Probably approximately correct constrained learning",
    booktitle = "Conference on Neural Information Processing Systems\textasciitilde (NeurIPS)",
    year = "2020",
    pages = "",
    arxiv = "\url{https://arxiv.org/abs/2006.05487}"
}

@InProceedings{Ruiz20g,
    author = "Ruiz, L. and Chamon, L. F. O. and Ribeiro, A.",
    title = "Graphon neural networks and the transferability of graph neural networks",
    booktitle = "Conference on Neural Information Processing Systems\textasciitilde (NeurIPS)",
    year = "2020",
    pages = "",
    arxiv = "\url{https://arxiv.org/abs/2006.03548}"
}

@InProceedings{Paternain19c,
    author = "Paternain, S. and Chamon, L. F. O. and {Calvo-Fullana}, M. and Ribeiro, A.",
    title = "Constrained reinforcement learning has zero duality gap",
    booktitle = "Conference on Neural Information Processing Systems\textasciitilde (NeurIPS)",
    year = "2019",
    pages = "7555--7565",
    arxiv = "\url{https://arxiv.org/abs/1910.13393}"
}

@InProceedings{Arzani180,
    author = "Arzani, B. and Ciraci, S. and Chamon, L. F. O. and Zhu, Y. and Liu, H. and Padhye, J. and Loo, B. T. and Outhred, G.",
    title = "007: {D}emocratically finding the cause of packet drops",
    booktitle = "USENIX Symposium on Networked Systems Design and Implementation\textasciitilde (NSDI)",
    year = "2018",
    pages = "419--435",
    arxiv = "\url{https://arxiv.org/abs/1802.07222}"
}

@InProceedings{Arzani17c,
    author = "Arzani, B. and Ciraci, S. and Chamon, L. F. O. and Zhu, Y. and Liu, H. and Padhye, J. and Outhred, G. and Loo, B. T.",
    title = "Closing the network diagnostics gap with {Vigil}",
    booktitle = "SIGCOMM\textasciitilde (Poster)",
    year = "2017",
    pages = "40--42"
}

@InProceedings{Chamon17a,
    author = "Chamon, L. F. O. and Ribeiro, A.",
    title = "Approximate supermodularity bounds for experimental design",
    booktitle = "Conference on Neural Information Processing Systems\textasciitilde (NeurIPS)",
    year = "2017",
    pages = "5403--5412",
    arxiv = "\url{https://arxiv.org/abs/1711.01501}"
}

@InProceedings{Das25a,
    author = "Das, S. and Chamon, L. F. O. and Paternain, S. and Eksin, C.",
    title = "A Lagrangian Framework for Safe Cooperative Reinforcement Learning",
    booktitle = "IEEE Control and Decision Conference",
    year = "2025",
    pages = ""
}

@InProceedings{Angelico21s,
    author = "Ang\'{e}lico, B. A. and Chamon, L. F. O. and Paternain, S. and Ribeiro, A. and Pappas, G. J.",
    title = "Source seeking in unknown environments with convex obstacles",
    booktitle = "American Control Conference",
    year = "2021",
    pages = "",
    arxiv = "\url{https://arxiv.org/abs/1909.07496}"
}

@InProceedings{Calvo-Fullana21t,
    author = "{Calvo-Fullana}, M. and Chamon, L. F. O. and Paternain, S.",
    title = "Towards safe continuing task reinforcement learning",
    booktitle = "American Control Conference",
    year = "2021",
    pages = "",
    arxiv = "\url{https://arxiv.org/abs/2102.12585}"
}

@InProceedings{Chamon20c,
    author = "Chamon, L. F. O. and Paternain, S. and Ribeiro, A.",
    title = "Counterfactual programming for optimal control",
    booktitle = "Learning for Dynamics \\& Control (L4DC)",
    year = "2020",
    pages = ""
}

@InProceedings{Chamon20r,
    author = "Chamon, L. F. O. and Amice, A. and Paternain, S. and Ribeiro, A.",
    title = "Resilient control: {C}ompromising to adapt",
    booktitle = "IEEE Control and Decision Conference",
    year = "2020",
    pages = "",
    arxiv = "\url{https://arxiv.org/abs/2004.03726}",
    slides = "\url{https://www.luizchamon.com/pdf/chamon\_cdc2020\_poster.pdf}"
}

@InProceedings{Tsiamis20r,
    author = "Tsiamis, A. and Kalogerias, D. S. and Chamon, L. F. O. and Ribeiro, A. and Pappas, G. J.",
    title = "Risk-constrained linear-quadratic regulators",
    booktitle = "IEEE Control and Decision Conference",
    year = "2020",
    pages = "",
    arxiv = "\url{https://arxiv.org/abs/2004.04685}"
}

@InProceedings{Chamon19m,
    author = "Chamon, L. F. O. and Amice, A. and Ribeiro, A.",
    title = "Matroid-constrained approximately supermodular optimization for near-optimal actuator scheduling",
    booktitle = "IEEE Control and Decision Conference",
    year = "2019",
    pages = "3391--3398",
    slides = "\url{https://www.luizchamon.com/pdf/chamon\_cdc2019a\_slides.pdf}"
}

@InProceedings{Paternain19l,
    author = "Paternain, S. and Calvo-Fullana, M. and Chamon, L. F. O. and Ribeiro, A.",
    title = "Learning safe policies via primal-dual methods",
    booktitle = "IEEE Control and Decision Conference",
    year = "2019",
    pages = "6491--6497",
    slides = "\url{https://www.luizchamon.com/pdf/chamon\_cdc2019b\_slides.pdf}"
}

@InProceedings{Silva19m,
    author = "Silva, V. L. and Chamon, L. F. O. and Ribeiro, A.",
    title = "Model predictive selection: {A} receding horizon scheme for actuator selection",
    booktitle = "American Control Conference",
    year = "2019",
    pages = "347--353"
}

@InProceedings{Chamon17t,
    author = "Chamon, L. F. O. and Pappas, G. and Ribeiro, A.",
    title = "The mean square error in {K}alman filtering sensor selection is approximately supermodular",
    booktitle = "IEEE Control and Decision Conference",
    year = "2017",
    pages = "343--350",
    slides = "\url{https://www.luizchamon.com/pdf/chamon\_cdc2017\_slides.pdf}"
}

@InProceedings{Ruiz21t,
    author = "Ruiz, L. and Chamon, L. F. O. and Ribeiro, A.",
    title = "Transferable graph neural networks on large-scale stochastic graphs",
    booktitle = "Asilomar Conference on Signals, Systems and Computers",
    year = "2021",
    pages = ""
}

@InProceedings{Chamon20ta,
    author = "Chamon, L. F. O. and Paternain, S. and {Calvo-Fullana}, M. and Ribeiro, A.",
    title = "The empirical duality gap of constrained statistical learning",
    booktitle = "IEEE International Conference in Acoustic, Speech, and Signal Processing (ICASSP)",
    year = "2020",
    pages = "",
    award = "Best student paper award",
    arxiv = "\url{https://arxiv.org/abs/2002.05183}",
    slides = "\url{https://www.luizchamon.com/pdf/chamon\_icassp2020a\_slides.pdf}"
}

@InProceedings{Kalogerias20b,
    author = "Kalogerias, D. S. and Chamon, L. F. O. and Pappas, G. J. and Ribeiro, A.",
    title = "Better safe than sorry: {R}isk-aware nonlinear {B}ayesian estimation",
    booktitle = "IEEE International Conference in Acoustic, Speech, and Signal Processing (ICASSP)",
    year = "2020",
    pages = "",
    award = "Best paper award",
    arxiv = "\url{https://arxiv.org/abs/1912.02933}"
}

@InProceedings{Ruiz20ga,
    author = "Ruiz, L. and Chamon, L. F. O. and Ribeiro, A.",
    title = "Graphon filters: {S}ignal processing in very large graphs",
    booktitle = "European Signal Processing Conference\textasciitilde (EUSIPCO)",
    year = "2020",
    pages = "1050--1054"
}

@InProceedings{Ruiz20t,
    author = "Ruiz, L. and Chamon, L. F. O. and Ribeiro, A.",
    title = "The graphon {F}ourier transform",
    booktitle = "IEEE International Conference in Acoustic, Speech, and Signal Processing (ICASSP)",
    year = "2020",
    pages = "",
    arxiv = "\url{https://arxiv.org/abs/1910.10195}"
}

@InProceedings{Chamon19l,
    author = "Chamon, L. F. O. and Paternain, S. and Ribeiro, A.",
    title = "Learning {G}aussian processes with {B}ayesian posterior optimization",
    booktitle = "Asilomar Conference on Signals, Systems and Computers",
    year = "2019",
    pages = "482--486",
    slides = "\url{https://www.luizchamon.com/pdf/chamon\_asilomar2019\_slides.pdf}"
}

@InProceedings{Chamon19s,
    author = "Chamon, L. F. O. and Eldar, Y. C. and Ribeiro, A.",
    title = "Sparse recovery over nonlinear dictionaries",
    booktitle = "IEEE International Conference in Acoustic, Speech, and Signal Processing (ICASSP)",
    year = "2019",
    pages = "4878--4882",
    slides = "\url{https://www.luizchamon.com/pdf/chamon\_icassp2019a\_slides.pdf}"
}

@InProceedings{Eisen19d,
    author = "Eisen, M. and Zhang, C. and Chamon, L. F. O. and Lee, D. D. and Ribeiro, A.",
    title = "Dual domain learning of optimal resource allocations in wireless systems",
    booktitle = "IEEE International Conference in Acoustic, Speech, and Signal Processing (ICASSP)",
    year = "2019",
    pages = "4729--4733"
}

@InProceedings{Peifer19s,
    author = "Peifer, M. and Chamon, L. F. O. and Paternain, S. and Ribeiro, A.",
    title = "Sparse learning of parsimonious reproducing kernel {H}ilbert space models",
    booktitle = "IEEE International Conference in Acoustic, Speech, and Signal Processing (ICASSP)",
    year = "2019",
    pages = "3292--3296"
}

@InProceedings{Chamon18s,
    author = "Chamon, L. F. O. and Eldar, Y. C. and Ribeiro, A.",
    title = "Strong duality of sparse functional optimization",
    booktitle = "IEEE International Conference in Acoustic, Speech, and Signal Processing (ICASSP)",
    year = "2018",
    pages = "4739--4743"
}

@InProceedings{Eisen18o,
    author = "Eisen, M. and Zhang, C. and Chamon, L. F. O. and Lee, D. D. and Ribeiro, A.",
    title = "Online deep learning in wireless communication systems",
    booktitle = "Asilomar Conference on Signals, Systems and Computers",
    year = "2018",
    pages = "1289--1293"
}

@InProceedings{Peifer18l,
    author = "Peifer, M. and Chamon, L. F. O. and Paternain, S. and Ribeiro, A.",
    title = "Locally adaptive kernel estimation using sparse functional programming",
    booktitle = "Asilomar Conference on Signals, Systems and Computers",
    year = "2018",
    pages = "2022--2026"
}

@InProceedings{Chamon17f,
    author = "Chamon, L. F. O. and Ribeiro, A.",
    title = "Finite-precision effects on graph filters",
    booktitle = "IEEE Global Conference on Signal and Information Processing\textasciitilde (GlobalSip)",
    year = "2017",
    pages = "603--607",
    slides = "\url{https://www.luizchamon.com/pdf/chamon\_globalsip2017\_slides.pdf}"
}

@InProceedings{Chamon17u,
    author = "Chamon, L. F. O. and Ribeiro, A.",
    title = "Universal bounds for the sampling of graph signals",
    booktitle = "IEEE International Conference in Acoustic, Speech, and Signal Processing\textasciitilde (ICASSP)",
    year = "2017",
    pages = "3899--3903",
    slides = "\url{https://www.luizchamon.com/pdf/chamon\_icassp2017\_slides.pdf}"
}

@InProceedings{Chamon16n,
    author = "Chamon, L. F. O. and Ribeiro, A.",
    title = "Near-optimality of greedy set selection in the sampling of graph signals",
    booktitle = "IEEE Global Conference on Signal and Information Processing\textasciitilde (GlobalSip)",
    year = "2016",
    pages = "1265--1269",
    slides = "\url{https://www.luizchamon.com/pdf/chamon\_globalsip2016\_slides.pdf}"
}

@InProceedings{Chamon14t,
    author = "Chamon, L. F. O. and Lopes, C. G.",
    title = "There's plenty of room at the bottom: {I}ncremental combinations of sign-error {LMS} filters",
    booktitle = "IEEE International Conference in Acoustic, Speech, and Signal Processing\textasciitilde (ICASSP)",
    year = "2014",
    pages = "7248--7252"
}

@InProceedings{Lopes14t,
    author = "Lopes, C. G. and Chamon, L. F. O. and Nascimento, V. H.",
    title = "Towards spatially universal adaptive networks",
    booktitle = "IEEE Global Conference on Signal and Information Processing\textasciitilde (GlobalSip)",
    year = "2014",
    pages = "803--807"
}

@InProceedings{Chamon13d,
    author = "Chamon, L. F. O. and de Lucena, A. M. P.",
    title = "Determination of the minimum distance between symbols of the two non-orthogonal {M-QAM} carriers",
    year = "2013",
    booktitle = "Brazilian Telecommunication Symposium\textasciitilde (SBrT)",
    pages = ""
}

@InProceedings{Chamon13o,
    author = "Chamon, L. F. O. and Lopes, C. G.",
    title = "On parallel-incremental combinations of {LMS} filters that outperform the {A}ffine {P}rojection {A}lgorithm",
    year = "2013",
    booktitle = "Brazilian Telecommunication Symposium\textasciitilde (SBrT)",
    pages = ""
}

@InProceedings{Chamon13t,
    author = "Chamon, L. F. O. and Lopes, C. G.",
    title = "Transient performance of an incremental combination of {LMS} filters",
    year = "2013",
    booktitle = "European Signal Processing Conference\textasciitilde (EUSIPCO)",
    pages = "7298--7302"
}

@InProceedings{Bittencourt12p,
    author = "Bittencourt, R. F. and Chamon, L. F. O. and Futatsugui, S. and Yanagihara, J. I. and Gerges, S. N. Y.",
    title = "Preliminary results on the modeling of aircraft vibroacoustic comfort",
    year = "2012",
    booktitle = "INTERNOISE",
    slides = "\url{https://www.luizchamon.com/pdf/chamon\_internoise2012\_slides.pdf}"
}

@InProceedings{Chamon12a,
    author = "Chamon, L. F. O. and Ferro, H. F. and Lopes, C. G.",
    title = "A data reusage algorithm based on incremental combination of {LMS} filters",
    year = "2012",
    booktitle = "Asilomar Conference on Signals, Systems and Computers",
    pages = "406--410"
}

@InProceedings{Chamon12c,
    author = "Chamon, L. F. O. and Lopes, W. B. and Lopes, C. G.",
    title = "Combination of adaptive filters with coefficients feedback",
    booktitle = "IEEE International Conference in Acoustic, Speech, and Signal Processing\textasciitilde (ICASSP)",
    year = "2012",
    pages = "3785--3788"
}

@InProceedings{Chamon11a,
    author = "Chamon, L. F. O. and Quiqueto, G. S. and Bistafa, S. R. and Nascimento, V. H.",
    title = "An {SVD}-based {MIMO} equalizer applied to the auralization of aircraft noise in a cabin simulator",
    booktitle = "18th International Congress on Sound and Vibration\textasciitilde (ICSV)",
    year = "2011",
    pages = "",
    slides = "\url{https://www.luizchamon.com/pdf/chamon\_icsv2011\_slides.pdf}"
}

@InProceedings{Chamon11c,
    author = "Chamon, L. F. O. and Lopes, C. G.",
    title = "Combination of adaptive filters for relative navigation",
    booktitle = "European Signal Processing Conference\textasciitilde (EUSIPCO)",
    year = "2011",
    pages = "1771--1775"
}

@InProceedings{Chamon10t,
    author = "Chamon, L. F. O. and Quiqueto, G. S. and Bistafa, S. R.",
    title = "The application of the {S}ingular {V}alue {D}ecomposition for the decoupling of the vibratory reproduction system of an aircraft cabin simulator",
    booktitle = "II SAE Brazil International Noise and Vibration Congress",
    year = "2010",
    pages = ""
}

@InProceedings{Quiqueto10p,
    author = "Quiqueto, G. S. and Chamon, L. F. O. and Bistafa, S. R.",
    title = "Preliminary results on the development of an aircraft cabin {N\\&V} simulator",
    booktitle = "II SAE Brazil International Noise and Vibration Congress",
    year = "2010",
    pages = ""
}

@Misc{Chamon21c,
    author = "Chamon, L. F. O.",
    title = "{csl}: {L}earning under requirements with {PyTorch}",
    version = "1.0",
    year = "2021",
    url = "\url{https://github.com/lfochamon/csl}"
}

@TechReport{Chamon15s,
    author = "Chamon, L. F. O.",
    title = "Statistical analysis of the cabin comfort trials",
    institution = "{EMBRAER S.A.}, {B}razil",
    year = "2015",
    type = "Technical report"
}

@TechReport{Chamon14s,
    author = "Chamon, L. F. O.",
    title = "Statistical analysis of the vibroacoustic dedicated trials",
    institution = "{P}olytechnic {S}chool of the {U}niversity of {S}ão {P}aulo, {B}razil",
    year = "2014",
    type = "Technical report"
}

@TechReport{Santos13i,
    author = "Santos, H.M. and Chamon, L. F. O. and Lopes, C.G.",
    title = "Implementation of a Qi compliant wireless power system for an underwater probe",
    institution = "{IEEE} {S}tandards {E}ducation {C}ommittee",
    year = "2013",
    type = "White paper"
}

@TechReport{Chamon12s,
    author = "Chamon, L. F. O.",
    title = "Specification and validation of the vibroacoustic reproduction and monitoring system of the integrated simulator",
    institution = "{P}olytechnic {S}chool of the {U}niversity of {S}ão {P}aulo, {B}razil",
    year = "2012",
    type = "Technical report"
}

@TechReport{Chamon10r,
    author = "Chamon, L. F. O. and Nascimento, V.H.",
    title = "Reproduction of the acoustic field of aircraft cabins",
    institution = "{P}olytechnic {S}chool of the {U}niversity of {S}ão {P}aulo, {B}razil",
    year = "2010",
    type = "Senior project"
}

@TechReport{Quiqueto10v,
    author = "Quiqueto, G.S. and Chamon, L. F. O. and Bistafa, S.R.",
    title = "Vibroacoustic excitation description and validation criteria for the integrated simulator",
    institution = "{P}olytechnic {S}chool of the {U}niversity of {S}ão {P}aulo, {B}razil",
    year = "2010",
    type = "Technical report"
}

@TechReport{Quiqueto10va,
    author = "Quiqueto, G.S. and Chamon, L. F. O. and Bistafa, S.R.",
    title = "Validation of the vibroacoustic design of the thermal simulator",
    institution = "{P}olytechnic {S}chool of the {U}niversity of {S}ão {P}aulo, {B}razil",
    year = "2010",
    type = "Technical report"
}

@TechReport{Chamon09n,
    author = "Chamon, L. F. O.",
    title = "Non-destructive testing of concrete using ultrasound",
    institution = "INSACAST Formation Continue, Lyon, France",
    year = "2009",
    type = "Tutorial"
}