Alberto Bietti
Alberto Bietti
Vahvistettu sähköpostiosoite verkkotunnuksessa nyu.edu - Kotisivu
Nimike
Viittaukset
Viittaukset
Vuosi
On the Inductive Bias of Neural Tangent Kernels
A Bietti, J Mairal
Advances in Neural Information Processing Systems (NeurIPS), 2019
842019
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
59*2019
A Contextual Bandit Bake-off
A Bietti, A Agarwal, J Langford
Journal of Machine Learning Research 22 (133), 1-49, 2021
57*2021
A Kernel Perspective for Regularizing Deep Neural Networks
A Bietti, G Mialon, D Chen, J Mairal
International Conference on Machine Learning (ICML), 2019
47*2019
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
Invariance and Stability of Deep Convolutional Representations
A Bietti, J Mairal
Advances in Neural Information Processing Systems (NIPS), 2017
322017
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
242015
Active learning for object detection on satellite images
A Bietti
Technical report, Technical report, Caltech, 2012
142012
Deep Equals Shallow for ReLU Networks in Kernel Regimes
A Bietti, F Bach
International Conference on Learning Representations (ICLR), 2021
122021
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
102020
Online learning for audio clustering and segmentation
A Bietti
ENS Cachan, 2014
52014
Approximation and Learning with Deep Convolutional Models: a Kernel Perspective
A Bietti
arXiv preprint arXiv:2102.10032, 2021
3*2021
Counterfactual Learning of Continuous Stochastic Policies
H Zenati, A Bietti, M Martin, E Diemert, J Mairal
arXiv preprint arXiv:2004.11722, 2020
32020
On the Sample Complexity of Learning with Geometric Stability
A Bietti, L Venturi, J Bruna
arXiv preprint arXiv:2106.07148, 2021
12021
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
12021
Dual Training of Energy-Based Models with Overparametrized Shallow Neural Networks
C Domingo-Enrich, A Bietti, M Gabrié, J Bruna, E Vanden-Eijnden
arXiv preprint arXiv:2107.05134, 2021
2021
On the Universality of Graph Neural Networks on Large Random Graphs
N Keriven, A Bietti, S Vaiter
arXiv preprint arXiv:2105.13099, 2021
2021
Foundations of deep convolutional models through kernel methods
A Bietti
Université Grenoble Alpes, 2019
2019
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Artikkelit 1–18