Alignment based kernel learning with a continuous set of base kernels A Afkanpour, C Szepesvári, M Bowling Machine learning 91, 305-324, 2013 | 15 | 2013 |
Evaluating curriculum learning strategies in neural combinatorial optimization M Lisicki, A Afkanpour, GW Taylor arXiv preprint arXiv:2011.06188, 2020 | 14 | 2020 |
A randomized mirror descent algorithm for large scale multiple kernel learning A Afkanpour, A György, C Szepesvári, M Bowling International Conference on Machine Learning, 374-382, 2013 | 14 | 2013 |
Bert for long documents: A case study of automated icd coding A Afkanpour, S Adeel, H Bassani, A Epshteyn, H Fan, I Jones, M Malihi, ... arXiv preprint arXiv:2211.02519, 2022 | 7 | 2022 |
An empirical study of neural kernel bandits M Lisicki, A Afkanpour, GW Taylor NeurIPS Workshop on Bayesian Deep Learning, 2021 | 4 | 2021 |
Random Field Augmentations for Self-Supervised Representation Learning PA Mansfield, A Afkanpour, WR Morningstar, K Singhal arXiv preprint arXiv:2311.03629, 2023 | 2 | 2023 |
Federated training of dual encoding models on small non-iid client datasets R Vemulapalli, WR Morningstar, PA Mansfield, H Eichner, K Singhal, ... arXiv preprint arXiv:2210.00092, 2022 | 1 | 2022 |
Multiple Kernel Learning with Many Kernels A Afkanpour University of Alberta (Canada), 2013 | 1 | 2013 |
A randomized strategy for learning to combine many features A Afkanpour, A György, C Szepesvári, MH Bowling CoRR, abs/1205.0288, 2012 | 1 | 2012 |
Can Generative Models Improve Self-Supervised Representation Learning? A Afkanpour, VR Khazaie, S Ayromlou, F Forghani arXiv preprint arXiv:2403.05966, 2024 | | 2024 |
Federated Variational Inference: Towards Improved Personalization and Generalization E Vedadi, JV Dillon, PA Mansfield, K Singhal, A Afkanpour, ... arXiv preprint arXiv:2305.13672, 2023 | | 2023 |
Empirical analysis of representation learning and exploration in neural kernel bandits M Lisicki, A Afkanpour, GW Taylor arXiv preprint arXiv:2111.03543, 2021 | | 2021 |
A Randomized Strategy for Learning to Combine Many A Afkanpour, A György, C Szepesvári, M Bowling arXiv preprint arXiv:1205.0288, 2012 | | 2012 |
Opponent Modeling in Adversarial Environments through Learning Ingenuity A Afkanpour, S Bagheri Shouraki Self-organization and Autonomic Informatics (I) 1, 50, 2005 | | 2005 |