Syamantak Kumar

Identifiers

• name variant Syamantak Kumar 0.60 · backfill

Papers (3)

1. Understanding Parallel Samplers in Masked Diffusion via Random Walks on Graphs cs.LG · 2026 · author #3
2. On the Curse of Dimensionality in Private Sparse Covariance Estimation and PCA cs.LG · 2026 · author #1
3. Combinatorial Sparse PCA Beyond the Spiked Identity Model stat.ML · 2026 · author #1

Mentions

• 2606.22976 #3 · arxiv_oai · confidence 0.70 Syamantak Kumar
• 2606.21951 #1 · arxiv_oai · confidence 0.70 Syamantak Kumar
• 2603.02607 #1 · arxiv_oai · confidence 0.70 Syamantak Kumar

Frequent Coauthors

• Purnamrita Sarkar 3 shared papers
• Kevin Tian 2 shared papers
• Cho Cholyeon 1 shared papers
• Peiyuan Zhang 1 shared papers
• Shourya Pandey 1 shared papers
• Sujay Sanghavi 1 shared papers
• Vansh Bansal 1 shared papers