Alexander J Levine

2 papers · 2021–2022 · 1 conference · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (10)

Conferences

ICML (2)

Top co-authors

Soheil Feizi (2) Wenxiao Wang (1)

Research topics

Keywords

certified robustness (2) adversarial robustness (1) data poisoning (1) model robustness (1) robust classification (1) deterministic smoothing (1) randomized smoothing (1) robustness certification (1) certified defense (1) aggregation method (1) l1 robustness (1) finite aggregation (1)

Papers

Improved Certified Defenses against Data Poisoning with (Deterministic) Finite Aggregation ICML 2022

Improved, Deterministic Smoothing for L_1 Certified Robustness ICML 2021