Karim TIT

3 papers · 2021–2024 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (8)

Conferences

AISTATS (1) NIPS (1) UAI (1)

Top co-authors

Teddy Furon (3) Mathias ROUSSET (2)

Keywords

neural network robustness (2) failure probability (2) statistical hypothesis test (1) rare event simulation (1) importance splitting (1) gradient-based estimation (1) rare event analysis (1) statistical robustness (1)

Papers

Fast Reliability Estimation for Neural Networks with Adversarial Attack-Driven Importance Sampling UAI 2024

Gradient-Informed Neural Network Statistical Robustness Estimation AISTATS 2023

Efficient Statistical Assessment of Neural Network Corruption Robustness NIPS 2021