Krishnakumar Balasubramanian|Krishna Balasubramanian

Krishnakumar Balasubramanian|Krishna Balasubramanian

University of California Davis - Davis / United States
Natural Sciences / Mathematical Sciences
AD Scientific Index ID: 1748463
person_outline Krishnakumar Balasubramanian|Krishna Balasubramanian's MOST POPULAR ARTICLES
1-) The Landmark Selection Method for Multiple Output PredictionK Balasubramanian, G LebanonProc. of the 29th International Conference on Machine Learning (ICML), 20121122012
2-) Zeroth-order (Non)-Convex Stochastic Optimization via Conditional Gradient and Gradient UpdatesK Balasubramanian, S GhadimiAdvances in Neural Information Processing Systems (NeurIPS), 2018862018
3-) Zeroth-order Nonconvex Stochastic Optimization: Handling Constraints, High-Dimensionality and Saddle-PointsK Balasubramanian, S GhadimiFoundations of Computational Mathematics, 2022772022
4-) Unsupervised Supervised Learning I: Estimating Classification and Regression Errors without Labels.P Donmez, G Lebanon, K BalasubramanianJournal of Machine Learning Research 11 (4), 2010792010
5-) Towards a theory of non-log-concave sampling: first-order stationarity guarantees for Langevin Monte CarloK Balasubramanian, S Chewi, MA Erdogdu, A Salim, S ZhangConference on Learning Theory, 2896-2923, 2022692022