conftrace_

Sushant Agarwal

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

Achievements

Jump to papers ↓

+1 more ↓

🌍 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