| 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, 3041-3049, 2014 | 177 | 2014 |
| Sobolev gan Y Mroueh, CL Li, T Sercu, A Raj, Y Cheng arXiv preprint arXiv:1711.04894, 2017 | 54 | 2017 |
| Subspace alignment based domain adaptation for rcnn detector A Raj, VP Namboodiri, T Tuytelaars 26th British Machine Vision Conference, 2015 | 36 | 2015 |
| 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 | 20 | 2016 |
| Safe Adaptive Importance Sampling SU Stich, A Raj, M Jaggi Advances in Neural Information Processing Systems 30 (NIPS 2017) (arXiv …, 2017 | 19 | 2017 |
| 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 | 15* | 2018 |
| Screening rules for convex problems A Raj, J Olbrich, B Gärtner, B Schölkopf, M Jaggi arXiv preprint arXiv:1609.07478, 2016 | 14 | 2016 |
| Approximate Steepest Coordinate Descent SU Stich, A Raj, M Jaggi 34h International Conference on Machine Learning (ICML 2017), 2017 | 12 | 2017 |
| Dual iv: A single stage instrumental variable regression K Muandet, A Mehrjou, SK Lee, A Raj arXiv preprint arXiv:1910.12358, 2019 | 6 | 2019 |
| k-SVRG: Variance Reduction for Large Scale Optimization A Raj, SU Stich arXiv preprint arXiv:1805.00982, 2018 | 5* | 2018 |
| 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 | 5 | 2014 |
| Sobolev descent Y Mroueh, T Sercu, A Raj The 22nd International Conference on Artificial Intelligence and Statistics …, 2019 | 4 | 2019 |
| Importance sampling via local sensitivity A Raj, C Musco, L Mackey International Conference on Artificial Intelligence and Statistics, 3099-3109, 2020 | 1 | 2020 |
| A differentially private kernel two-sample test A Raj, HCL Law, D Sejdinovic, M Park Joint European Conference on Machine Learning and Knowledge Discovery in …, 2019 | 1 | 2019 |
| Regularized Kernel and Neural Sobolev Descent: Dynamic MMD Transport Y Mroueh, T Sercu, A Raj arXiv preprint arXiv:1805.12062, 2018 | 1 | 2018 |
| Unsupervised Domain Adaptation in the Wild: Dealing with Asymmetric Label Sets A Mittal, A Raj, VP Namboodiri, T Tuytelaars arXiv preprint arXiv:1603.08105, 2016 | 1 | 2016 |
| Significance of variable height-bandwidth group delay filters in the spectral reconstruction of speech. D Arya, A Raj, RM Hegde INTERSPEECH, 1682-1686, 2013 | 1 | 2013 |
| Stochastic Stein Discrepancies J Gorham, A Raj, L Mackey arXiv preprint arXiv:2007.02857, 2020 | | 2020 |
| Causal Feature Selection via Orthogonal Search A Raj, S Bauer, A Soleymani, M Besserve, B Schölkopf arXiv preprint arXiv:2007.02938, 2020 | | 2020 |
| Explicit Regularization of Stochastic Gradient Methods through Duality A Raj, F Bach arXiv preprint arXiv:2003.13807, 2020 | | 2020 |
Sebastian Urban StichResearch Scientist, EPFLVerified email at epfl.ch
