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Alberto Bietti
Alberto Bietti
Verified email at nyu.edu - Homepage
Title
Cited by
Cited by
Year
On the Inductive Bias of Neural Tangent Kernels
A Bietti, J Mairal
Advances in Neural Information Processing Systems (NeurIPS), 2019
1702019
Group Invariance, Stability to Deformations, and Complexity of Deep Convolutional Representations
A Bietti, J Mairal
Journal of Machine Learning Research 20 (25), 1-49, 2019
95*2019
A Contextual Bandit Bake-off
A Bietti, A Agarwal, J Langford
Journal of Machine Learning Research 22 (133), 1-49, 2021
852021
A Kernel Perspective for Regularizing Deep Neural Networks
A Bietti, G Mialon, D Chen, J Mairal
International Conference on Machine Learning (ICML), 2019
67*2019
Invariance and Stability of Deep Convolutional Representations
A Bietti, J Mairal
Advances in Neural Information Processing Systems (NIPS), 2017
412017
Deep Equals Shallow for ReLU Networks in Kernel Regimes
A Bietti, F Bach
International Conference on Learning Representations (ICLR), 2021
372021
Stochastic Optimization with Variance Reduction for Infinite Datasets with Finite-Sum Structure
A Bietti, J Mairal
Advances in Neural Information Processing Systems (NIPS), 2017
362017
Convergence and Stability of Graph Convolutional Networks on Large Random Graphs
N Keriven, A Bietti, S Vaiter
Advances in Neural Information Processing Systems (NeurIPS), 2020
322020
An online EM algorithm in hidden (semi-) Markov models for audio segmentation and clustering
A Bietti, F Bach, A Cont
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2015
272015
On the Sample Complexity of Learning under Invariance and Geometric Stability
A Bietti, L Venturi, J Bruna
Advances in Neural Information Processing Systems (NeurIPS), 2021
19*2021
Active learning for object detection on satellite images
A Bietti
Technical report, Technical report, Caltech, 2012
172012
Approximation and Learning with Deep Convolutional Models: a Kernel Perspective
A Bietti
International Conference on Learning Representations (ICLR), 2022
11*2022
On the Universality of Graph Neural Networks on Large Random Graphs
N Keriven, A Bietti, S Vaiter
Advances in Neural Information Processing Systems (NeurIPS), 2021
82021
Counterfactual Learning of Stochastic Policies with Continuous Actions: from Models to Offline Evaluation
H Zenati, A Bietti, M Martin, E Diemert, J Mairal
arXiv preprint arXiv:2004.11722, 2020
5*2020
Online learning for audio clustering and segmentation
A Bietti
ENS Cachan, 2014
52014
Personalization Improves Privacy-Accuracy Tradeoffs in Federated Learning
A Bietti, CY Wei, M Dudik, J Langford, S Wu
International Conference on Machine Learning (ICML), 2022
4*2022
On Energy-Based Models with Overparametrized Shallow Neural Networks
C Domingo-Enrich, A Bietti, E Vanden-Eijnden, J Bruna
International Conference on Machine Learning (ICML), 2021
42021
When does return-conditioned supervised learning work for offline reinforcement learning?
D Brandfonbrener, A Bietti, J Buckman, R Laroche, J Bruna
Advances in Neural Information Processing Systems (NeurIPS), 2022
22022
Efficient Kernel UCB for Contextual Bandits
H Zenati, A Bietti, E Diemert, J Mairal, M Martin, P Gaillard
International Conference on Artificial Intelligence and Statistics (AISTATS), 2022
22022
On the (Non-) Robustness of Two-Layer Neural Networks in Different Learning Regimes
E Dohmatob, A Bietti
arXiv preprint arXiv:2203.11864, 2022
12022
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