Aurélien Bellet
Aurélien Bellet
Research scientist at INRIA
Verified email at inria.fr - Homepage
Title
Cited by
Cited by
Year
Advances and Open Problems in Federated Learning
P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ...
arXiv preprint arXiv:1912.04977, 2019
10382019
A Survey on Metric Learning for Feature Vectors and Structured Data
A Bellet, A Habrard, M Sebban
arXiv preprint arXiv:1306.6709, 2013
6822013
Metric Learning
A Bellet, A Habrard, M Sebban
Morgan & Claypool Publishers, 2015
1722015
Decentralized Collaborative Learning of Personalized Models over Networks
P Vanhaesebrouck, A Bellet, M Tommasi
AISTATS 2017, 2017
932017
Sparse Compositional Metric Learning
Y Shi, A Bellet, F Sha
AAAI 2014, 2078-2084, 2014
832014
Personalized and Private Peer-to-Peer Machine Learning
A Bellet, R Guerraoui, M Taziki, M Tommasi
AISTATS 2018, 2018
81*2018
Robustness and generalization for metric learning
A Bellet, A Habrard
Neurocomputing 151, 259-267, 2015
682015
How to Scale Up Kernel Methods to Be As Good As Deep Neural Nets
Z Lu, A May, K Liu, AB Garakani, D Guo, A Bellet, L Fan, M Collins, ...
arXiv preprint arXiv:1411.4000, 2014
672014
Similarity Learning for Provably Accurate Sparse Linear Classification
A Bellet, A Habrard, M Sebban
ICML 2012, 1871-1878, 2012
672012
Gossip Dual Averaging for Decentralized Optimization of Pairwise Functions
I Colin, A Bellet, J Salmon, S Clémençon
ICML 2016, 2016
662016
Good edit similarity learning by loss minimization
A Bellet, A Habrard, M Sebban
Machine learning 89 (1-2), 5-35, 2012
492012
Similarity Learning for High-Dimensional Sparse Data
K Liu, A Bellet, F Sha
AISTATS 2015, 653-662, 2015
392015
Privacy-Preserving Adversarial Representation Learning in ASR: Reality or Illusion?
BML Srivastava, A Bellet, M Tommasi, E Vincent
Interspeech 2019, 2019
382019
A Distributed Frank-Wolfe Algorithm for Communication-Efficient Sparse Learning
A Bellet, Y Liang, A Bagheri Garakani, MF Balcan, F Sha
SDM 2015, 2015
38*2015
Scaling-up Empirical Risk Minimization: Optimization of Incomplete U-statistics
S Clémençon, I Colin, A Bellet
Journal of Machine Learning Research 17 (76), 1-36, 2016
332016
Evaluating voice conversion-based privacy protection against informed attackers
BML Srivastava, N Vauquier, M Sahidullah, A Bellet, M Tommasi, ...
ICASSP 2020, 2020
292020
Kernel Approximation Methods for Speech Recognition
A May, AB Garakani, Z Lu, D Guo, K Liu, A Bellet, L Fan, M Collins, D Hsu, ...
Journal of Machine Learning Research 20 (59), 1-36, 2019
28*2019
metric-learn: Metric Learning Algorithms in Python
W de Vazelhes, CJ Carey, Y Tang, N Vauquier, A Bellet
Journal of Machine Learning Research 21 (138), 1-6, 2020
202020
Fully Decentralized Joint Learning of Personalized Models and Collaboration Graphs
V Zantedeschi, A Bellet, M Tommasi
AISTATS 2020, 2020
18*2020
A Probabilistic Theory of Supervised Similarity Learning for Pointwise ROC Curve Optimization
R Vogel, A Bellet, S Clémençon
ICML 2018, 2018
172018
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