Krishnakumar Balasubramanian

Identifiers

• name variant Krishnakumar Balasubramanian 0.60 · backfill

Papers (10)

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

Mentions

• 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
• Saeed Ghadimi 1 shared papers
• Tong Li 1 shared papers
• Tong Zhang 1 shared papers
• Yi Mao 1 shared papers