126 citations · 403 across the 35 of their papers we have counts for
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Generalized Resubstitution for Classification Error Estimation
Parisa Ghane, Ulisses Braga-Neto
We propose the family of generalized resubstitution classifier error estimators based on empirical measures. These error estimators are computationally efficient and do not require…
A stochastic metapopulation state-space approach to modeling and estimating Covid-19 spread
Yukun Tan, Durward Cator, Martial Ndeffo-Mbah +1
Mathematical models are widely recognized as an important tool for analyzing and understanding the dynamics of infectious disease outbreaks, predict their future trends, and evalua…
TensorDiffEq: Scalable Multi-GPU Forward and Inverse Solvers for Physics Informed Neural Networks
Levi D. McClenny, Mulugeta A. Haile, Ulisses M. Braga-Neto
Physics-Informed Neural Networks promise to revolutionize science and engineering practice, by introducing domain-aware deep machine learning models into scientific computation. Se…
Comparison of Classification Algorithms Towards Subject-Specific and Subject-Independent BCI
Parisa Ghane, Narges Zarnaghi Naghsh, Ulisses Braga-Neto
Motor imagery brain computer interface designs are considered difficult due to limitations in subject-specific data collection and calibration, as well as demanding system adaptati…