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Arash Afkanpour
Arash Afkanpour
Geverifieerd e-mailadres voor google.com
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Jaar
Alignment based kernel learning with a continuous set of base kernels
A Afkanpour, C Szepesvári, M Bowling
Machine learning 91, 305-324, 2013
152013
Evaluating curriculum learning strategies in neural combinatorial optimization
M Lisicki, A Afkanpour, GW Taylor
arXiv preprint arXiv:2011.06188, 2020
142020
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
142013
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
72022
An empirical study of neural kernel bandits
M Lisicki, A Afkanpour, GW Taylor
NeurIPS Workshop on Bayesian Deep Learning, 2021
42021
Random Field Augmentations for Self-Supervised Representation Learning
PA Mansfield, A Afkanpour, WR Morningstar, K Singhal
arXiv preprint arXiv:2311.03629, 2023
22023
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
12022
Multiple Kernel Learning with Many Kernels
A Afkanpour
University of Alberta (Canada), 2013
12013
A randomized strategy for learning to combine many features
A Afkanpour, A György, C Szepesvári, MH Bowling
CoRR, abs/1205.0288, 2012
12012
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
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Artikelen 1–14