Krishnakumar Balasubramanian

Identifiers

• name variant Krishnakumar Balasubramanian 0.60 · backfill

Papers (13)

1. Finite-Particle Convergence Rates for Conservative and Non-Conservative Drifting Models stat.ML · 2026 · author #1
2. Large-Step Training Dynamics of a Two-Factor Linear Transformer Model stat.ML · 2026 · author #1
3. Finite-Particle Rates for Regularized Stein Variational Gradient Descent stat.ML · 2026 · author #2
4. Normal Approximation for Stochastic Gradient Descent via Non-Asymptotic Rates of Martingale CLT math.ST · 2019 · author #2
5. Zeroth-order Nonconvex Stochastic Optimization: Handling Constraints, High-Dimensionality and Saddle-Points math.OC · 2018 · author #1
6. Tensor Methods for Additive Index Models under Discordance and Heterogeneity math.ST · 2018 · author #1
7. On Stein's Identity and Near-Optimal Estimation in High-dimensional Index Models math.ST · 2017 · author #2
8. On the Optimality of Kernel-Embedding Based Goodness-of-Fit Tests stat.ML · 2017 · author #1
9. High-dimensional Joint Sparsity Random Effects Model for Multi-task Learning cs.LG · 2013 · author #1
10. Smooth Sparse Coding via Marginal Regression for Learning Sparse Representations stat.ML · 2012 · author #1
11. Linguistic Geometries for Unsupervised Dimensionality Reduction cs.CL · 2010 · author #2
12. Unsupervised Supervised Learning II: Training Margin Based Classifiers without Labels cs.LG · 2010 · author #1
13. Asymptotic Analysis of Generative Semi-Supervised Learning cs.LG · 2010 · author #2

Mentions

• 1309.6814 #1 · backfill · confidence 0.70 Krishnakumar Balasubramanian
• 1210.1121 #1 · backfill · confidence 0.70 Krishnakumar Balasubramanian
• 2605.22795 #1 · arxiv_oai · confidence 0.70 Krishnakumar Balasubramanian
• 2605.21292 #1 · arxiv_oai · confidence 0.70 Krishnakumar Balasubramanian
• 2602.05172 #2 · arxiv_oai · confidence 0.70 Krishnakumar Balasubramanian
• 1003.0628 #2 · backfill · confidence 0.70 Krishnakumar Balasubramanian
• 1003.0470 #1 · backfill · confidence 0.70 Krishnakumar Balasubramanian
• 1003.0024 #2 · backfill · confidence 0.70 Krishnakumar Balasubramanian

Frequent Coauthors

• Guy Lebanon 4 shared papers
• Kai Yu 2 shared papers
• Zhuoran Yang 2 shared papers
• Andreas Anastasiou 1 shared papers
• Han Liu 1 shared papers
• Jianqing Fan 1 shared papers
• Joshua V Dillon 1 shared papers
• Ming Yuan 1 shared papers
• Murat A. Erdogdu 1 shared papers
• Pinar Donmez 1 shared papers
• Promit Ghosal 1 shared papers
• Saeed Ghadimi 1 shared papers
• Sayan Banerjee 1 shared papers
• Tong Li 1 shared papers
• Tong Zhang 1 shared papers
• Ye He 1 shared papers
• Yi Mao 1 shared papers