Anvith Thudi

Most-cited papers

Unrolling SGD: Understanding Factors Influencing Machine Unlearning
Anvith Thudi, Gabriel Deza, Varun Chandrasekaran, Nicolas Papernot
2021European Symposium on Security and Privacy384 citations Open access
Semantic Scholar
On the Necessity of Auditable Algorithmic Definitions for Machine Unlearning
Anvith Thudi, Hengrui Jia, Ilia Shumailov, Nicolas Papernot
2021USENIX Security Symposium247 citations
Semantic Scholar
Proof-of-Learning: Definitions and Practice
Hengrui Jia, Mohammad Yaghini, Christopher A. Choquette-Choo, Natalie Dullerud +3 more
2021IEEE Symposium on Security and Privacy151 citations
Semantic Scholar
Fast Exact Unlearning for In-Context Learning Data for LLMs
Andrei Muresanu, Anvith Thudi, Michael Zhang, Nicolas Papernot
2024International Conference on Machine Learning34 citations
Semantic Scholar
Selective Prediction via Training Dynamics
Stephan Rabanser, Anvith Thudi, K. Hamidieh, Adam Dziedzic +4 more
2022Trans. Mach. Learn. Res.29 citations
Semantic Scholar
Proof-of-Learning is Currently More Broken Than You Think
Cong Fang, Hengrui Jia, Anvith Thudi, Mohammad Yaghini +4 more
2022European Symposium on Security and Privacy28 citations Open access
Semantic Scholar
SoK: Machine Learning Governance
Varun Chandrasekaran, Hengrui Jia, Anvith Thudi, Adelin Travers +2 more
2021arXiv.org22 citations
Semantic Scholar
Gradients Look Alike: Sensitivity is Often Overestimated in DP-SGD
Anvith Thudi, Hengrui Jia, Casey Meehan, Ilia Shumailov +1 more
2023USENIX Security Symposium21 citations Open access
Semantic Scholar
Bounding Membership Inference
Anvith Thudi, Ilia Shumailov, Franziska Boenisch, Nicolas Papernot
2022arXiv.org21 citations
Semantic Scholar
MixMin: Finding Data Mixtures via Convex Minimization
Anvith Thudi, E. Rovers, Yangjun Ruan, Tristan Thrush +1 more
2025International Conference on Machine Learning12 citations
Semantic Scholar
Training Private Models That Know What They Don't Know
Stephan Rabanser, Anvith Thudi, Abhradeep Thakurta, K. Dvijotham +1 more
2023Neural Information Processing Systems10 citations Open access
Semantic Scholar
Gauss-Newton Unlearning for the LLM Era
Lev McKinney, Anvith Thudi, Juhan Bae, Tara Rezaei +3 more
20262026 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML)8 citations Open access
Semantic Scholar
On the Fundamental Limits of Formally (Dis)Proving Robustness in Proof-of-Learning
Cong Fang, Hengrui Jia, Anvith Thudi, Mohammad Yaghini +4 more
2022arXiv.org7 citations Open access
Semantic Scholar
Better Sparsifiers for Directed Eulerian Graphs
Sushant Sachdeva, Anvith Thudi, Yi-Bin Zhao
2023International Colloquium on Automata, Languages and Programming6 citations
Semantic Scholar
Leveraging Per-Instance Privacy for Machine Unlearning
N. Sepahvand, Anvith Thudi, Berivan Isik, A. Bhattacharyya +4 more
2025International Conference on Machine Learning5 citations
Semantic Scholar
From Differential Privacy to Bounds on Membership Inference: Less can be More
Anvith Thudi, Ilia Shumailov, Franziska Boenisch, Nicolas Papernot
2024Trans. Mach. Learn. Res.2 citations
Semantic Scholar
Efficient Public Verification of Private ML via Regularization
Zoë Ruha Bell, Anvith Thudi, Olive Franzese-McLaughlin, Nicolas Papernot +1 more
2025arXiv.org1 citations
Semantic Scholar
k-Nearest Neighbor Adaptive Sampling, a Simple Tool to Efficiently Explore Conformational Space.
E. Rovers, Anvith Thudi, Jérôme Hénin, Chris Maddison +1 more
2025Journal of Chemical Theory and Computation1 citations Open access
Semantic Scholar
MixMax: Distributional Robustness in Function Space via Optimal Data Mixtures
Anvith Thudi, Chris J. Maddison
2024International Conference on Learning Representations1 citations
Semantic Scholar
Differentially Private Mixing of Public Datasets Improves Private Learning
Yu-Fei Chen, Tejumade Afonja, Anvith Thudi, Nicolas Papernot
20260 citations
Semantic Scholar
k-Nearest Neighbour Adaptive Sampling (kNN-AS), a Simple Tool to Efficiently Explore Conformational Space
E. Rovers, Anvith Thudi, Chris Maddison, M. Schapira
2025bioRxiv0 citations Open access
Semantic Scholar
Sampling Arbitrary Discrete Distributions for RV Commitment Schemes Using the Trimmed-Tree Knuth-Yao Algorithm
Zoë Ruha Bell, Anvith Thudi
2025IACR Cryptology ePrint Archive0 citations
Semantic Scholar