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Krishnakumar Balasubramanian

Identifiers

  • name variant Krishnakumar Balasubramanian 0.60 · backfill

Papers (15)

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

Mentions

  • 2607.00149 #1 · arxiv_oai · confidence 0.70 Krishnakumar Balasubramanian
  • 2606.17516 #2 · arxiv_oai · confidence 0.70 Krishnakumar Balasubramanian
  • 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