Krishnakumar Balasubramanian

8 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-3319-2446

Publications

• Mean-Square Analysis of Discretized Itô Diffusions for Heavy-tailed Sampling — Journal of Machine Learning Research 2024 (name-matched, not ORCID-linked)
• Optimal Algorithms for Stochastic Bilevel Optimization under Relaxed Smoothness Conditions — Journal of Machine Learning Research 2024 (name-matched, not ORCID-linked)
• Stochastic Zeroth-Order Optimization under Nonstationarity and Nonconvexity — Journal of Machine Learning Research 2022 (name-matched, not ORCID-linked)
• Topologically penalized regression on manifolds — Journal of Machine Learning Research 2022 (name-matched, not ORCID-linked)
• On the Optimality of Kernel-Embedding Based Goodness-of-Fit Tests — Journal of Machine Learning Research 2021 (name-matched, not ORCID-linked)
• Nonparametric Modeling of Higher-Order Interactions via Hypergraphons — Journal of Machine Learning Research 2021 (name-matched, not ORCID-linked)
• Unsupervised Supervised Learning II: Margin-Based Classification Without Labels — Journal of Machine Learning Research 2011 (name-matched, not ORCID-linked)
• Unsupervised Supervised Learning I: Estimating Classification and Regression Errors without Labels — Journal of Machine Learning Research 2010 (name-matched, not ORCID-linked)