Sayantan Sen

6 papers · 2023–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

COLT (3) AAAI (2) AISTATS (1)

Top co-authors

Sourav Chakraborty (4) Uddalok Sarkar (3) Jan Seyfried (2) Yash Pote (2) Marco Tomamichel (2) Rishiraj Bhattacharyya (2) Eldar Fischer (1) Shayak Chakraborty (1) Kuldeep S. Meel (1) Gopinath Mishra (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Mathematics & Optimization (3) Mathematics (3) Optimization & Theory (3) Computer Science (2) Bayesian & Probabilistic (2) Foundations (2) Learning Paradigms (1)

Keywords

distribution testing (3) sampler testing (3) sample complexity (2) mutual information (1) probability distribution (1) distance estimation (1) query complexity (1) conditional mutual information (1) l1 distance (1) probabilistic sampling (1) randomized algorithm (1) equivalence testing (1) combinatorial space (1) permutation invariance (1) property testing (1) correlated sample (1) variation distance (1) horn clause (1) conditional independence testing (1) subcube conditioning (1)

Papers

Instance Dependent Testing of Samplers Using Interval Conditioning AAAI 2026 Optimal Sample Complexity Lower Bounds on Conditional Independence Testing COLT 2026 Testing (Conditional) Mutual Information - Extended Abstract COLT 2025 Testing Self-Reducible Samplers AAAI 2024 Testing of Horn Samplers AISTATS 2023 Testing of Index-Invariant Properties in the Huge Object Model COLT 2023