Следене
Mahdi Milani Fard
Mahdi Milani Fard
Machine Learning Researcher, Google Inc.
Потвърден имейл адрес: google.com - Начална страница
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Позовавания
Позовавания
Година
Fast and flexible monotonic functions with ensembles of lattices
M Milani Fard, K Canini, A Cotter, J Pfeifer, M Gupta
Advances in neural information processing systems 29, 2016
782016
Efficient Learning and Planning with Compressed Predictive States
W Hamilton, MM Fard, J Pineau
52*
Modelling Sparse Dynamical Systems with Compressed Predictive State Representations
WL Hamilton, MM Fard, J Pineau
International Conference on Machine Learning, 2013
442013
PAC-Bayesian model selection for reinforcement learning
M Fard, J Pineau
Advances in Neural Information Processing Systems 23, 2010
422010
Launch and iterate: Reducing prediction churn
M Milani Fard, Q Cormier, K Canini, M Gupta
Advances in Neural Information Processing Systems 29, 2016
412016
Compressed least-squares regression on sparse spaces
MM Fard, Y Grinberg, J Pineau, D Precup
Proceedings of the AAAI Conference on Artificial Intelligence 26 (1), 1054-1060, 2012
372012
Non-deterministic policies in markovian decision processes
MM Fard, J Pineau
Journal of Artificial Intelligence Research 40, 1-24, 2011
332011
Metric-optimized example weights
S Zhao, MM Fard, H Narasimhan, M Gupta
International Conference on Machine Learning, 7533-7542, 2019
202019
PAC-Bayesian Policy Evaluation for Reinforcement Learning
MM Fard, J Pineau, C Szepesvári
Twenty-Seventh Conference on Uncertainty in Artificial Intelligence, 2011
202011
Bellman error based feature generation using random projections on sparse spaces
M Milani Fard, Y Grinberg, A Farahmand, J Pineau, D Precup
Advances in Neural Information Processing Systems 26, 2013
192013
A variance analysis for POMDP policy evaluation
MM Fard, J Pineau, P Sun
Proceedings of the 23rd national conference on Artificial intelligence 2 …, 2008
152008
Optimizing black-box metrics with adaptive surrogates
Q Jiang, O Adigun, H Narasimhan, MM Fard, M Gupta
International Conference on Machine Learning, 4784-4793, 2020
132020
Launch and iterate: Reducing prediction churn
Q Cormier, MM Fard, K Canini, MR Gupta
Proceedings of the 30th International Conference on Neural Information …, 2016
102016
MDPs with non-deterministic policies
M Fard, J Pineau
Advances in neural information processing systems 21, 2008
102008
Optimizing black-box metrics with iterative example weighting
G Hiranandani, J Mathur, H Narasimhan, MM Fard, S Koyejo
International Conference on Machine Learning, 4239-4249, 2021
72021
Constrained interacting submodular groupings
A Cotter, MM Fard, S You, M Gupta, J Bilmes
International Conference on Machine Learning, 1068-1077, 2018
62018
Distribution embedding networks for generalization from a diverse set of classification tasks
L Liu, MM Fard, S Zhao
arXiv preprint arXiv:2202.01940, 2022
22022
A Co-evolutionary Competitive Multi-expert Approach to Image Compression with Neural Networks
MM Fard
Engineering of Intelligent Systems, 2006 IEEE International Conference on, 1-5, 2006
22006
Ensemble Learning with Local Experts
MM Fard
IEEE Computer Society, 2006
22006
Distribution embedding network for meta-learning with variable-length input
L Liu, MM Fard, S Zhao
12020
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