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Ehsan Imani
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Year
An off-policy policy gradient theorem using emphatic weightings
E Imani, E Graves, M White
Advances in Neural Information Processing Systems 31, 2018
822018
Improving regression performance with distributional losses
E Imani, M White
International Conference on Machine Learning, 2157-2166, 2018
462018
Hallucinating Value: A Pitfall of Dyna-style Planning with Imperfect Environment Models
T Jafferjee, E Imani, E Talvitie, M White, M Bowling
arXiv preprint arXiv:2006.04363, 2020
232020
Multi-modal deep distance metric learning
SM Roostaiyan, E Imani, MS Baghshah
Intelligent Data Analysis 21 (6), 1351-1369, 2017
72017
An implicit function learning approach for parametric modal regression
Y Pan, E Imani, A Farahmand, M White
Advances in Neural Information Processing Systems 33, 2020
62020
Off-policy actor-critic with emphatic weightings
E Graves, E Imani, R Kumaraswamy, M White
Journal of Machine Learning Research 24 (146), 1-63, 2023
52023
The Tunnel Effect: Building Data Representations in Deep Neural Networks
W Masarczyk, M Ostaszewski, E Imani, R Pascanu, P Miłoś, T Trzciński
arXiv preprint arXiv:2305.19753, 2023
32023
Representation Alignment in Neural Networks
E Imani, W Hu, M White
Transactions on Machine Learning Research, 2022
22022
Investigating the Histogram Loss in Regression
E Imani, K Luedemann, S Scholnick-Hughes, E Elelimy, M White
arXiv preprint arXiv:2402.13425, 2024
2024
Label Alignment Regularization for Distribution Shift
E Imani, G Zhang, J Luo, P Poupart, Y Pan
arXiv preprint arXiv:2211.14960, 2022
2022
Distributional Losses for Regression
E Imani
2019
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Articles 1–11