Soufleri, Efstathia

5 publications

CVPRW 2025 Improved Out-of-Distribution Detection with Additive Angular Margin Loss Deepak Ravikumar, Efstathia Soufleri, Kaushik Roy

ICML 2025 Towards Memorization Estimation: Fast, Formal and Free Deepak Ravikumar, Efstathia Soufleri, Abolfazl Hashemi, Kaushik Roy

NeurIPS 2024 Curvature Clues: Decoding Deep Learning Privacy with Input Loss Curvature Deepak Ravikumar, Efstathia Soufleri, Kaushik Roy

TMLR 2024 DP-ImgSyn: Dataset Alignment for Obfuscated, Differentially Private Image Synthesis Efstathia Soufleri, Deepak Ravikumar, Kaushik Roy

ICML 2024 Unveiling Privacy, Memorization, and Input Curvature Links Deepak Ravikumar, Efstathia Soufleri, Abolfazl Hashemi, Kaushik Roy