Audrey Durand
- Leveraging exploration in off-policy algorithms via normalizing flows
2019/05/16 by Bogdan Mazoure, Thang Doan, Mazoure, Bogdan +8 · 11 citations
Computer Science · Mathematics · Physics and Astronomy · #Adversarial Robustness in Machine Learning #Model Reduction and Neural Networks #Reinforcement Learning in Robotics #cs.LG #stat.ML
- Old Dog Learns New Tricks: Randomized UCB for Bandit Problems
2019/10/11 by Sharan Vaswani, Abbas Mehrabian, Vaswani, Sharan +5 · 3 citations
Computer Science · Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Reinforcement Learning in Robotics #cs.LG #stat.ML
- Association Rules Mining with Auto-Encoders
2023/04/26 by Théophile Berteloot, Richard Khoury, Berteloot, Théophile +3 · 3 citations
Computer Science · #Data Mining Algorithms and Applications #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Rough Sets and Fuzzy Logic
- Streaming kernel regression with provably adaptive mean, variance, and regularization
2017/08/02 by Audrey Durand, Durand, Audrey, Odalric-Ambrym Maillard +3 · 1 citation
Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
- Predicting Visual Improvement after Macular Hole Surgery: a Cautionary Tale on Deep Learning with Very Limited Data
2021/09/20 by Mathieu Godbout, M. Godbout, Godbout, M. +12 · 1 citation
Computer Science · Engineering · Medicine · #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Retinal Imaging and Analysis #Retinal and Macular Surgery #cs.CV #cs.LG #eess.IV #electronic engineering #information engineering
- Randomized Confidence Bounds for Stochastic Partial Monitoring
2024/02/07 by Maxime Heuillet, Heuillet, Maxime, Ola Ahmad +3 · 1 citation
Computer Science · Decision Sciences · #Advanced Statistical Process Monitoring #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Neural Active Learning Meets the Partial Monitoring Framework
2024/05/14 by Maxime Heuillet, Heuillet, Maxime, Ola Ahmad +3 · 1 citation
Computer Science · #Neural Networks and Applications
- Impersonating predators and prey to study trophic interactions through real‐life simulations
2025/11/17 by David Bolduc, Frédéric Dulude‐de Broin, Gabriel Bergeron +27 · 3 voices
Biochemistry, Genetics and Molecular Biology · Mathematics · Social Sciences · #Diffusion and Search Dynamics #Evolutionary Game Theory and Cooperation #Mathematical Biology Tumor Growth