Sayantan Sen

Postdoc, National University of Singapore

1 paper at NeurIPS 2025

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Poster Session 1

1 paper

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Distribution Learning Meets Graph Structure Sampling

#3200 · Arnab Bhattacharyya, Sutanu Gayen, Philips George John, Sayantan Sen, N. V. Vinodchandran

We develop efficient algorithms for non-uniformly sampling over directed acyclic graph structures, and use these along with results from online learning, to develop efficient algorithms for agnostically-learning Bayes nets in KL divergence.