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Mathias Lécuyer

6 papers at tracked venues · 6 at CORE A* · active 2024–2025

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Venues

NeurIPS ×2AAAI ×1ICML ×1SOSP ×1USENIX Security ×1

Frequent coauthors

Frederick Shpilevskiy
×2
Qiaoyue Tang
×2
Bingshan Hu
×1
Zhiming Huang
×1
Tianyue H. Zhang
×1
Nidhi Hegde
×1
Saiyue Lyu
×1
Shadab Shaikh
×1
Evan Shelhamer
×1
Pierre Tholoniat
×1
Kelly Kostopoulou
×1
Peter McNeely
×1

Papers

  1. Connecting Thompson Sampling and UCB: Towards More Efficient Trade-offs Between Privacy and Regret
    ICML 2025 ·
    Bingshan Hu
    ,
    Zhiming Huang
    ,
    Tianyue H. Zhang
    , Mathias Lécuyer,
    Nidhi Hegde
  2. Adaptive Randomized Smoothing: Certified Adversarial Robustness for Multi-Step Defences
    NeurIPS 2024 ·
    Saiyue Lyu
    ,
    Shadab Shaikh
    ,
    Frederick Shpilevskiy
    ,
    Evan Shelhamer
    , Mathias Lécuyer
  3. Cookie Monster: Efficient On-Device Budgeting for Differentially-Private Ad-Measurement Systems
    SOSP 2024 ·
    Pierre Tholoniat
    ,
    Kelly Kostopoulou
    ,
    Peter McNeely
    ,
    Prabhpreet Singh Sodhi
    ,
    Anirudh Varanasi
    ,
    Benjamin Case
    ,
    Asaf Cidon
    ,
    Roxana Geambasu
    , Mathias Lécuyer
  4. DP-AdamBC: Your DP-Adam Is Actually DP-SGD (Unless You Apply Bias Correction)
    AAAI 2024 ·
    Qiaoyue Tang
    ,
    Frederick Shpilevskiy
    , Mathias Lécuyer
  5. NetShaper: A Differentially Private Network Side-Channel Mitigation System
    USENIX Security 2024 ·
    Amir Sabzi
    ,
    Rut Vora
    ,
    Swati Goswami
    ,
    Margo I. Seltzer
    , Mathias Lécuyer,
    Aastha Mehta
  6. PANORAMIA: Privacy Auditing of Machine Learning Models without Retraining
    NeurIPS 2024 ·
    Mishaal Kazmi
    ,
    Hadrien Lautraite
    ,
    Alireza Akbari
    ,
    Qiaoyue Tang
    ,
    Mauricio Soroco
    ,
    Tao Wang
    ,
    Sébastien Gambs
    , Mathias Lécuyer