Improving Transformation Invariance in Contrastive Representation Learning A Foster, R Pukdee, T Rainforth International Conference on Learning Representations 2021, 2021 | 25 | 2021 |
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 | 13 | 2023 |
Label propagation with weak supervision R Pukdee, D Sam, MF Balcan, P Ravikumar International Conference on Learning Representations 2023, 2022 | 10 | 2022 |
Bayesian neural networks with domain knowledge priors D Sam, R Pukdee, DP Jeong, Y Byun, JZ Kolter arXiv preprint arXiv:2402.13410, 2024 | 9 | 2024 |
Learning with explanation constraints R Pukdee, D Sam, JZ Kolter, MFF Balcan, P Ravikumar Advances in Neural Information Processing Systems 36, 2024 | 7 | 2024 |
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 | 2 | 2024 |
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 | | |