• Professor, Electrical & Computer Engineering
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Ulisses Braga Neto

Educational Background

  • Ph.D., Electrical & Computer Engineering, The Johns Hopkins University – 2002
  • M.S.E., Electrical & Computer Engineering, The Johns Hopkins University – 1998
  • M.S.E., Mathematical Sciences, The Johns Hopkins University – 1998
  • M.S., Electrical Engineering, State University of Campinas – 1994
  • B.S., Electrical Engineering, Federal University of Pernambuco – 1992

Research Interests

    • Machine learning
    • Signal processing
    • Scientific computation

Selected Publications

  • Braga-Neto, Ulisses. Fundamentals of Pattern Recognition and Machine Learning. 2nd ed., Springer, 2024.
  • Iqbar, S., et al. “Parallel-in-Time Probabilistic Solutions for Time-Dependent Nonlinear Partial Differential Equations.” 2024 IEEE 34th International Workshop on Machine Learning for Signal Processing (MLSP), 2024.
  • McClenny, Levi, and Ulisses Braga-Neto. “Self-Adaptive Physics-Informed Neural Networks.” Journal of Computational Physics, vol. 474, 1 Feb. 2023, p. 1117222.
  • Imani, Mahdi, Seyede Fatemeh Ghoreishi, and Ulisses M. Braga-Neto. “Bayesian Control of Large MDPs with Unknown Dynamics in Data-Poor Environments.” Advances in Neural Information Processing Systems (NeurIPS), 2018.
  • Imani, Mahdi, and Ulisses M. Braga-Neto. “Maximum-Likelihood Adaptive Filter for Partially Observed Boolean Dynamical Systems.” IEEE Transactions on Signal Processing, vol. 65, no. 2, 2016, pp. 359–371.
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