Sushant Agarwal

5 papers · 2020–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (3) ❓ The Questioner

Conferences

ICML (2) ALT (1) COLT (1) UAI (1)

Top co-authors

Shai Ben-David (2) Nivasini Ananthakrishnan (2) Tosca Lechner (2) Ruth Urner (2) Rajmohan Rajaraman (1) Chirag Agarwal (1) Himabindu Lakkaraju (1) Rishi Saket (1) Yukti Makhija (1) Shahin Jabbari (1)

Keywords

pac learning (1) gradient based methods (1) perturbation based method (1) closed form expression (1) computable learner (1) binary hypothesis class (1) cpac learnability (1)

Papers

Optimal Fair Learning Robust to Adversarial Distribution Shift ICML 2025

Aggregating Data for Optimal Learning UAI 2025

Open Problem: Are all VC-classes CPAC learnable? COLT 2021

Towards the Unification and Robustness of Perturbation and Gradient Based Explanations ICML 2021

On Learnability wih Computable Learners ALT 2020