متابعة
Anant Raj
Anant Raj
Assistant Professor, Indian Institute of Science, Bengaluru
بريد إلكتروني تم التحقق منه على iisc.ac.in - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
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
2612014
Sobolev gan‏
Y Mroueh, CL Li, T Sercu, A Raj, Y Cheng‏
arXiv preprint arXiv:1711.04894, 2017‏
1572017
Dual instrumental variable regression‏
K Muandet, A Mehrjou, SK Lee, A Raj‏
Advances in Neural Information Processing Systems 33, 2710-2721, 2020‏
1102020
Subspace alignment based domain adaptation for rcnn detector‏
A Raj, VP Namboodiri, T Tuytelaars‏
26th British Machine Vision Conference, 2015‏
752015
Safe Adaptive Importance Sampling‏
SU Stich, A Raj, M Jaggi‏
Advances in Neural Information Processing Systems 30 (NIPS 2017) (arXiv …, 2017‏
672017
Sobolev descent‏
Y Mroueh, T Sercu, A Raj‏
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019‏
472019
Stochastic stein discrepancies‏
J Gorham, A Raj, L Mackey‏
Advances in Neural Information Processing Systems 33, 17931-17942, 2020‏
432020
Convergence of uncertainty sampling for active learning‏
A Raj, F Bach‏
International conference on machine learning, 18310-18331, 2022‏
422022
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
392020
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
372016
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
292023
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
292018
Screening rules for convex problems‏
A Raj, J Olbrich, B Gärtner, B Schölkopf, M Jaggi‏
arXiv preprint arXiv:1609.07478, 2016‏
252016
Algorithmic stability of heavy-tailed sgd with general loss functions‏
A Raj, L Zhu, M Gurbuzbalaban, U Simsekli‏
International Conference on Machine Learning, 28578-28597, 2023‏
242023
Approximate Steepest Coordinate Descent‏
SU Stich, A Raj, M Jaggi‏
34h International Conference on Machine Learning (ICML 2017), 2017‏
212017
Causal feature selection via orthogonal search‏
A Soleymani*, A Raj*, S Bauer, B Schölkopf, M Besserve‏
arXiv preprint arXiv:2007.02938, 2020‏
172020
Algorithmic stability of heavy-tailed stochastic gradient descent on least squares‏
A Raj, M Barsbey, M Gurbuzbalaban, L Zhu, U Şim‏
International Conference on Algorithmic Learning Theory, 1292-1342, 2023‏
162023
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
122019
Importance sampling via local sensitivity‏
A Raj, C Musco, L Mackey‏
International Conference on Artificial Intelligence and Statistics, 3099-3109, 2020‏
112020
k-svrg: Variance reduction for large scale optimization‏
A Raj, SU Stich‏
arXiv preprint arXiv:1805.00982, 2018‏
11*2018
يتعذر على النظام إجراء العملية في الوقت الحالي. عاود المحاولة لاحقًا.
مقالات 1–20