A. Bellet

发表论文 122 篇 · 总被引 12963 次 · h-index 32

代表论文

Confidential-DPproof: Confidential Proof of Differentially Private Training (2024 · International Conference on Learning Representations · 被引 27)
Tighter Privacy Auditing of DP-SGD in the Hidden State Threat Model (2024 · International Conference on Learning Representations · 被引 22)
Federated Causal Inference from Multi-Site Observational Data via Propensity Score Aggregation (2025 · arXiv.org · 被引 6)
Privacy Amplification Through Synthetic Data: Insights from Linear Regression (2025 · International Conference on Machine Learning · 被引 5)
Privacy in Theory, Bugs in Practice: Grey-Box Auditing of Differential Privacy Libraries (2026 · Proceedings on Privacy Enhancing Technologies · 被引 3)
Causal Meta-Analysis: Rethinking the Foundations of Evidence-Based Medicine (2025 · Harvard data science review · 被引 3)