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Anvith Thudi
Anvith Thudi
CS PhD, UofT
Verified email at mail.utoronto.ca - Homepage
Title
Cited by
Cited by
Year
On the Necessity of Auditable Algorithmic Definitions for Machine Unlearning
A Thudi, H Jia, I Shumailov, N Papernot
31st USENIX Security Symposium, 2021
1032021
Unrolling sgd: Understanding factors influencing machine unlearning
A Thudi, G Deza, V Chandrasekaran, N Papernot
7th IEEE European Symposium on Security and Privacy, 2021
1032021
Proof-of-learning: Definitions and practice
H Jia, M Yaghini, CA Choquette-Choo, N Dullerud, A Thudi, ...
2021 IEEE Symposium on Security and Privacy (SP), 1039-1056, 2021
852021
SoK: Machine learning governance
V Chandrasekaran, H Jia, A Thudi, A Travers, M Yaghini, N Papernot
arXiv preprint arXiv:2109.10870, 2021
202021
Selective classification via neural network training dynamics
S Rabanser, A Thudi, K Hamidieh, A Dziedzic, N Papernot
arXiv preprint arXiv:2205.13532, 2022
182022
From Differential Privacy to Bounds on Membership Inference: Less can be More
A Thudi, I Shumailov, F Boenisch, N Papernot
Transactions on Machine Learning Research, 0
17*
Proof-of-learning is currently more broken than you think
C Fang, H Jia, A Thudi, M Yaghini, CA Choquette-Choo, N Dullerud, ...
2023 IEEE 8th European Symposium on Security and Privacy (EuroS&P), 797-816, 2023
15*2023
Unlearnable algorithms for in-context learning
A Muresanu, A Thudi, MR Zhang, N Papernot
arXiv preprint arXiv:2402.00751, 2024
42024
Training Private Models That Know What They Don't Know
S Rabanser, A Thudi, A Thakurta, K Dvijotham, N Papernot
37th Conference on Neural Information Processing Systems, 2023
32023
Finding Optimally Robust Data Mixtures via Concave Maximization
A Thudi, CJ Maddison
arXiv preprint arXiv:2406.01477, 2024
2024
Better Sparsifiers for Directed Eulerian Graphs
S Sachdeva, A Thudi, Y Zhao
Proceedings of the 51st EATCS International Colloquium on Automata …, 2023
2023
Gradients Look Alike: Sensitivity is Often Overestimated in DP-SGD
A Thudi, H Jia, C Meehan, I Shumailov, N Papernot
Proceedings of the 33rd USENIX Security Symposium, 2023
2023
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