متابعة
Shubhanshu Shekhar
Shubhanshu Shekhar
University of Michigan
بريد إلكتروني تم التحقق منه على umich.edu - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Fully decentralized federated learning‏
A Lalitha, S Shekhar, T Javidi, F Koushanfar‏
Third workshop on bayesian deep learning (NeurIPS) 12, 2018‏
2292018
Gaussian process bandits with adaptive discretization‏
S Shekhar, T Javidi‏
522018
Adaptive sampling for minimax fair classification‏
S Shekhar, G Fields, M Ghavamzadeh, T Javidi‏
Advances in Neural Information Processing Systems 34, 24535-24544, 2021‏
472021
Species tree estimation using ASTRAL: how many genes are enough?‏
S Shekhar, S Roch, S Mirarab‏
IEEE/ACM transactions on computational biology and bioinformatics 15 (5 …, 2017‏
382017
Nonparametric two-sample testing by betting‏
S Shekhar, A Ramdas‏
IEEE Transactions on Information Theory 70 (2), 1178-1203, 2023‏
302023
Active model estimation in markov decision processes‏
J Tarbouriech, S Shekhar, M Pirotta, M Ghavamzadeh, A Lazaric‏
Conference on Uncertainty in Artificial Intelligence, 1019-1028, 2020‏
302020
A permutation-free kernel two-sample test‏
S Shekhar, I Kim, A Ramdas‏
Advances in Neural Information Processing Systems 35, 18168-18180, 2022‏
262022
Active learning for classification with abstention‏
S Shekhar, M Ghavamzadeh, T Javidi‏
IEEE Journal on Selected Areas in Information Theory 2 (2), 705-719, 2021‏
232021
Significance of gradient information in bayesian optimization‏
S Shekhar, T Javidi‏
International Conference on Artificial Intelligence and Statistics, 2836-2844, 2021‏
202021
On the near-optimality of betting confidence sets for bounded means‏
S Shekhar, A Ramdas‏
arXiv preprint arXiv:2310.01547, 2023‏
192023
Multiscale gaussian process level set estimation‏
S Shekhar, T Javidi‏
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019‏
182019
Multi-scale zero-order optimization of smooth functions in an RKHS‏
S Shekhar, T Javidi‏
arXiv preprint arXiv:2005.04832, 2020‏
132020
A permutation-free kernel independence test‏
S Shekhar, I Kim, A Ramdas‏
Journal of Machine Learning Research 24 (369), 1-68, 2023‏
102023
Multi-scale zero-order optimization of smooth functions in an RKHS‏
M Lee, S Shekhar, T Javidi‏
2022 IEEE International Symposium on Information Theory (ISIT), 288-293, 2022‏
102022
Uncertain-aware safe exploratory planning using Gaussian process and neural control contraction metric‏
D Sun, MJ Khojasteh, S Shekhar, C Fan‏
Learning for Dynamics and Control, 728-741, 2021‏
102021
Binary classification with bounded abstention rate‏
S Shekhar, M Ghavamzadeh, T Javidi‏
arXiv preprint arXiv:1905.09561, 2019‏
102019
Adaptive sampling for estimating probability distributions‏
S Shekhar, T Javidi, M Ghavamzadeh‏
International Conference on Machine Learning, 8687-8696, 2020‏
82020
Active learning for binary classification with abstention‏
S Shekhar, M Ghavamzadeh, T Javidi‏
arXiv preprint arXiv:1906.00303, 2019‏
62019
Risk-limiting financial audits via weighted sampling without replacement‏
S Shekhar, Z Xu, Z Lipton, P Liang, A Ramdas‏
Uncertainty in Artificial Intelligence, 1932-1941, 2023‏
52023
Instance dependent regret analysis of kernelized bandits‏
S Shekhar, T Javidi‏
International Conference on Machine Learning, 19747-19772, 2022‏
52022
يتعذر على النظام إجراء العملية في الوقت الحالي. عاود المحاولة لاحقًا.
مقالات 1–20