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Cited by
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Since 2019
Citations
34
34
h-index
3
3
i10-index
2
2
0
18
9
2021
2022
2023
2024
2
9
18
5
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Co-authors
Chris J. Maddison
University of Toronto
Verified email at cs.toronto.edu
Daniel D. Johnson
Research Scientist, Google DeepMind / University of Toronto
Verified email at google.com
David A. Stephens
Professor, Department of Mathematics and Statistics, McGill University
Verified email at mcgill.ca
Murat A. Erdogdu
University of Toronto
Verified email at stanford.edu
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Ayoub El Hanchi
University of Toronto
Verified email at cs.toronto.edu -
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Year
Contrastive learning can find an optimal basis for approximately view-invariant functions
DD Johnson, A El Hanchi, CJ Maddison
International Conference on Learning Representations
, 2023
18
2023
Adaptive importance sampling for finite-sum optimization and sampling with decreasing step-sizes
A El Hanchi, D Stephens
Advances in Neural Information Processing Systems 33, 15702-15713
, 2020
12
2020
Stochastic Reweighted Gradient Descent
A El Hanchi, D Stephens, C Maddison
International Conference on Machine Learning, 8359-8374
, 2022
4
2022
Optimal Excess Risk Bounds for Empirical Risk Minimization on
-norm Linear Regression
A El Hanchi, MA Erdogdu
Advances in Neural Information Processing Systems
, 2023
2023
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