Theo dõi
Houssam Zenati
Houssam Zenati
Gatsby Computational Neuroscience Unit, University College of London
Email được xác minh tại ucl.ac.uk - Trang chủ
Tiêu đề
Trích dẫn bởi
Trích dẫn bởi
Năm
Efficient gan-based anomaly detection
H Zenati, CS Foo, B Lecouat, G Manek, VR Chandrasekhar
arXiv preprint arXiv:1802.06222, 2018
9302018
Adversarially learned anomaly detection
H Zenati, M Romain, CS Foo, B Lecouat, V Chandrasekhar
2018 IEEE International conference on data mining (ICDM), 727-736, 2018
5342018
Optimistic mirror descent in saddle-point problems: Going the extra (gradient) mile
P Mertikopoulos, B Lecouat, H Zenati, CS Foo, V Chandrasekhar, ...
International Conference on Learning Representations (ICLR), 2018
3782018
Semi-supervised deep learning for abnormality classification in retinal images
B Lecouat, K Chang, CS Foo, B Unnikrishnan, JM Brown, H Zenati, ...
NeurIPS Workshop on Machine Learning for Health, 2018
462018
Towards practical unsupervised anomaly detection on retinal images
K Ouardini, H Yang, B Unnikrishnan, M Romain, C Garcin, H Zenati, ...
Domain Adaptation and Representation Transfer and Medical Image Learning …, 2019
452019
Semi-supervised learning with gans: Revisiting manifold regularization
B Lecouat, CS Foo, H Zenati, VR Chandrasekhar
International Conference on Learning Representations (ICLR) Workshop Track, 2018
362018
Efficient kernelized ucb for contextual bandits
H Zenati, A Bietti, E Diemert, J Mairal, M Martin, P Gaillard
International Conference on Artificial Intelligence and Statistics, 5689-5720, 2022
232022
Manifold regularization with gans for semi-supervised learning
B Lecouat, CS Foo, H Zenati, V Chandrasekhar
arXiv preprint arXiv:1807.04307, 2018
212018
Counterfactual learning of continuous stochastic policies
H Zenati, A Bietti, M Martin, E Diemert, J Mairal
8*2020
Sequential counterfactual risk minimization
H Zenati, E Diemert, M Martin, J Mairal, P Gaillard
International Conference on Machine Learning, 40681-40706, 2023
62023
Nested bandits
M Martin, P Mertikopoulos, T Rahier, H Zenati
International Conference on Machine Learning (ICML), 2022
32022
Covariance-Adaptive Least-Squares Algorithm for Stochastic Combinatorial Semi-Bandits
J Zhou, P Gaillard, T Rahier, H Zenati, J Arbel
2*2024
Optimization Approaches for Counterfactual Risk Minimization with Continuous Actions
H Zenati, A Bietti, M Martin, E Diemert, J Mairal
International Conference on Learning Representations (ICLR) Workshop Track, 2020
12020
Efficient methods in counterfactual policy learning and sequential decision making
H Zenati
Université Grenoble Alpes [2020-....], 2023
2023
Проблемът на Ердьош за различните разстояния
H Zenati
Математика и информатика 60 (5), 501-514, 2017
2017
Double Debiased Machine Learning for Mediation Analysis with Continuous Treatments
H Zenati, J Abécassis, J Josse, B Thirion
The 28th International Conference on Artificial Intelligence and Statistics, 0
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