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Anant Raj
Anant Raj
INRIA
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Scalable kernel methods via doubly stochastic gradients
B Dai, B Xie, N He, Y Liang, A Raj, MFF Balcan, L Song
Advances in neural information processing systems 27, 2014
2402014
Sobolev gan
Y Mroueh, CL Li, T Sercu, A Raj, Y Cheng
arXiv preprint arXiv:1711.04894, 2017
1332017
Subspace alignment based domain adaptation for rcnn detector
A Raj, VP Namboodiri, T Tuytelaars
26th British Machine Vision Conference, 2015
652015
Dual instrumental variable regression
K Muandet, A Mehrjou, SK Lee, A Raj
Advances in Neural Information Processing Systems 33, 2710-2721, 2020
632020
Safe Adaptive Importance Sampling
SU Stich, A Raj, M Jaggi
Advances in Neural Information Processing Systems 30 (NIPS 2017) (arXiv …, 2017
522017
Sobolev descent
Y Mroueh, T Sercu, A Raj
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
362019
Local Group Invariant Representations via Orbit Embeddings
A Raj, A Kumar, Y Mroueh, PT Fletcher, B Schölkopf
20th International Conference on Artificial Intelligence and Statistics …, 2016
352016
Stochastic stein discrepancies
J Gorham, A Raj, L Mackey
Advances in Neural Information Processing Systems 33, 17931-17942, 2020
312020
On Matching Pursuit and Coordinate Descent
F Locatello, A Raj, SP Reddy, G Rätsch, B Schölkopf, SU Stich, M Jaggi
International Conference on Machine Learning (ICML), 2018
242018
Screening rules for convex problems
A Raj, J Olbrich, B Gärtner, B Schölkopf, M Jaggi
arXiv preprint arXiv:1609.07478, 2016
242016
A simpler approach to accelerated optimization: iterative averaging meets optimism
P Joulani, A Raj, A Gyorgy, C Szepesvári
International conference on machine learning, 4984-4993, 2020
222020
Approximate Steepest Coordinate Descent
SU Stich, A Raj, M Jaggi
34h International Conference on Machine Learning (ICML 2017), 2017
182017
Convergence of uncertainty sampling for active learning
A Raj, F Bach
International Conference on Machine Learning, 18310-18331, 2022
112022
A differentially private kernel two-sample test
A Raj, HCL Law, D Sejdinovic, M Park
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2020
82020
k-SVRG: Variance Reduction for Large Scale Optimization
A Raj, SU Stich
arXiv preprint arXiv:1805.00982, 2018
8*2018
Causal feature selection via orthogonal search
A Soleymani, A Raj, S Bauer, B Schölkopf, M Besserve
arXiv preprint arXiv:2007.02938, 2020
62020
Explicit regularization in overparametrized models via noise injection
A Orvieto, A Raj, H Kersting, F Bach
International Conference on Artificial Intelligence and Statistics, 7265-7287, 2023
52023
Importance sampling via local sensitivity
A Raj, C Musco, L Mackey
International Conference on Artificial Intelligence and Statistics, 3099-3109, 2020
52020
Mind the Gap: Subspace based Hierarchical Domain Adaptation
A Raj, VP Namboodiri, T Tuytelaars
Second Workshop on Transfer and Multi-Task Learning: Theory meets Practice …, 2014
52014
Explicit regularization of stochastic gradient methods through duality
A Raj, F Bach
International Conference on Artificial Intelligence and Statistics, 1882-1890, 2021
42021
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Artikelen 1–20