Omar Chehab

1. Uncovering the structure of clinical EEG signals with self-supervised\n learning
   2020/07/31 by Hubert Banville, Omar Chehab, Banville, Hubert +7 · 15 citations
   Computer Science · Neuroscience · #Blind Source Separation Techniques #EEG and Brain-Computer Interfaces #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Neurons and Cognition (q-bio.NC) #Quantitative Methods (q-bio.QM) #Signal Processing (eess.SP) #electronic engineering #information engineering
2. Provable Convergence and Limitations of Geometric Tempering for Langevin Dynamics
   2024/10/13 by Omar Chehab, Chehab, Omar, Anna Korba +5 · 6 citations
   Mathematics · Physics and Astronomy · #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mathematical Biology Tumor Growth #Quantum chaos and dynamical systems #Quantum many-body systems
3. Density Ratio Estimation with Conditional Probability Paths
   2025/02/04 by Hanlin Yu, Yu, Hanlin, Arto Klami +7 · 1 voice · 3 citations
   Computer Science · #Machine Learning and Algorithms #cs.LG
4. A Practical Diffusion Path for Sampling
   2024/06/20 by Omar Chehab, Anna Korba, Chehab, Omar +1 · 2 citations
   Computer Science · Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Quantum many-body systems