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Rattana Pukdee
Rattana Pukdee
Email verificata su andrew.cmu.edu - Home page
Titolo
Citata da
Citata da
Anno
Improving Transformation Invariance in Contrastive Representation Learning
A Foster, R Pukdee, T Rainforth
International Conference on Learning Representations 2021, 2021
252021
Nash equilibria and pitfalls of adversarial training in adversarial robustness games
MF Balcan, R Pukdee, P Ravikumar, H Zhang
International Conference on Artificial Intelligence and Statistics, 9607-9636, 2023
132023
Label propagation with weak supervision
R Pukdee, D Sam, MF Balcan, P Ravikumar
International Conference on Learning Representations 2023, 2022
102022
Bayesian neural networks with domain knowledge priors
D Sam, R Pukdee, DP Jeong, Y Byun, JZ Kolter
arXiv preprint arXiv:2402.13410, 2024
92024
Learning with explanation constraints
R Pukdee, D Sam, JZ Kolter, MFF Balcan, P Ravikumar
Advances in Neural Information Processing Systems 36, 2024
72024
Reliable learning in challenging environments
MFF Balcan, S Hanneke, R Pukdee, D Sharma
Advances in Neural Information Processing Systems 36, 2024
4*2024
Spectrally Transformed Kernel Regression
R Zhai, R Pukdee, R Jin, MF Balcan, P Ravikumar
International Conference on Learning Representations 2024, 2024
22024
Sharp asymptotics on the compression of two-layer neural networks
MH Amani, S Bombari, M Mondelli, R Pukdee, S Rini
2022 IEEE Information Theory Workshop (ITW), 2022, 2022
2022
On the Consistent Recovery of Joint Distributions from Conditionals
M Majid, R Pukdee, V Agrawal, B Varıcı, PK Ravikumar
The 28th International Conference on Artificial Intelligence and Statistics, 0
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