Class imbalance should not throw you off balance: Choosing the right classifiers and performance metrics for brain decoding with imbalanced data P Thölke, YJ Mantilla-Ramos, H Abdelhedi, C Maschke, A Dehgan, ... NeuroImage 277, 120253, 2023 | 26 | 2023 |
Leveraging Machine Learning to Automatically Derive Robust Planning Strategies from Biased Models of the Environment A Kemtur, YR Jain, A Mehta, F Callaway, S Consul, J Stojcheski, F Lieder 42nd Annual Virtual Meeting of the Cognitive Science Society - Cogsci 2020, 2020 | 9 | 2020 |
Leveraging machine learning to automatically derive robust decision strategies from imperfect knowledge of the real world A Mehta, YR Jain, A Kemtur, J Stojcheski, S Consul, M Tošić, F Lieder Computational Brain & Behavior 5 (3), 343-377, 2022 | 5 | 2022 |
Class imbalance should not throw you off balance: Choosing classifiers and performance metrics for brain decoding with imbalanced data P Thölke, YJM Ramos, H Abdelhedi, C Maschke, A Dehgan, Y Harel, ... bioRxiv, 2022 | 2 | 2022 |
Behavioral Imitation with Artificial Neural Networks Leads to Personalized Models of Brain Dynamics During Videogame Play A Kemtur, F Paugam, B Pinsard, P Sainath, M Le Clei, J Boyle, K Jerbi, ... bioRxiv, 2023.10. 28.564546, 2023 | | 2023 |
AI-based modeling of brain and behavior: Combining neuroimaging, imitation learning and video games A Kemtur, F Paugam, B Pinsard, P Sainath, Y Harel, M Le clei, J Boyle, ... Conference on Cognitive Computational Neuroscience 2022, 2022 | | 2022 |
Improving Human Decision-Making using Metalevel-RL and Bayesian Inference A Kemtur, YR Jain, A Mehta, F Callaway, S Consul, J Stojcheski, F Lieder RWRL NeurIPS 2020, 2020 | | 2020 |