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Nikita Dhawan
Nikita Dhawan
University of Toronto and Vector Institute
Dirección de correo verificada de cs.toronto.edu - Página principal
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Adaptive risk minimization: Learning to adapt to domain shift
M Zhang, H Marklund, N Dhawan, A Gupta, S Levine, C Finn
Advances in Neural Information Processing Systems 34, 23664-23678, 2021
256*2021
Avid: Learning multi-stage tasks via pixel-level translation of human videos
L Smith, N Dhawan, M Zhang, P Abbeel, S Levine
arXiv preprint arXiv:1912.04443, 2019
1282019
On the difficulty of defending self-supervised learning against model extraction
A Dziedzic, N Dhawan, MA Kaleem, J Guan, N Papernot
International Conference on Machine Learning, 5757-5776, 2022
182022
Dataset inference for self-supervised models
A Dziedzic, H Duan, MA Kaleem, N Dhawan, J Guan, Y Cattan, ...
Advances in Neural Information Processing Systems 35, 12058-12070, 2022
132022
Efficient Parametric Approximations of Neural Network Function Space Distance
N Dhawan, S Huang, J Bae, RB Grosse
International Conference on Machine Learning, 7795-7812, 2023
32023
Leveraging Function Space Aggregation for Federated Learning at Scale
N Dhawan, N Mitchell, Z Charles, Z Garrett, GK Dziugaite
arXiv preprint arXiv:2311.10291, 2023
2023
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Artículos 1–6