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Rattana Pukdee
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2020 – today
- 2024
- [c7]Runtian Zhai, Rattana Pukdee, Roger Jin, Maria-Florina Balcan, Pradeep Kumar Ravikumar:
Spectrally Transformed Kernel Regression. ICLR 2024 - [i8]Runtian Zhai, Rattana Pukdee, Roger Jin, Maria-Florina Balcan, Pradeep Ravikumar:
Spectrally Transformed Kernel Regression. CoRR abs/2402.00645 (2024) - [i7]Dylan Sam, Rattana Pukdee, Daniel P. Jeong, Yewon Byun, J. Zico Kolter:
Bayesian Neural Networks with Domain Knowledge Priors. CoRR abs/2402.13410 (2024) - 2023
- [c6]Maria-Florina Balcan, Rattana Pukdee, Pradeep Ravikumar, Hongyang Zhang:
Nash Equilibria and Pitfalls of Adversarial Training in Adversarial Robustness Games. AISTATS 2023: 9607-9636 - [c5]Rattana Pukdee, Dylan Sam, Pradeep Kumar Ravikumar, Nina Balcan:
Label Propagation with Weak Supervision. ICLR 2023 - [c4]Maria-Florina Balcan, Steve Hanneke, Rattana Pukdee, Dravyansh Sharma:
Reliable learning in challenging environments. NeurIPS 2023 - [c3]Rattana Pukdee, Dylan Sam, J. Zico Kolter, Maria-Florina Balcan, Pradeep Ravikumar:
Learning with Explanation Constraints. NeurIPS 2023 - [i6]Rattana Pukdee, Dylan Sam, J. Zico Kolter, Maria-Florina Balcan, Pradeep Ravikumar:
Learning with Explanation Constraints. CoRR abs/2303.14496 (2023) - [i5]Maria-Florina Balcan, Steve Hanneke, Rattana Pukdee, Dravyansh Sharma:
Reliable Learning for Test-time Attacks and Distribution Shift. CoRR abs/2304.03370 (2023) - 2022
- [c2]Mohammad Hossein Amani, Simone Bombari, Marco Mondelli, Rattana Pukdee, Stefano Rini:
Sharp asymptotics on the compression of two-layer neural networks. ITW 2022: 588-593 - [i4]Mohammad Hossein Amani, Simone Bombari, Marco Mondelli, Rattana Pukdee, Stefano Rini:
Sharp asymptotics on the compression of two-layer neural networks. CoRR abs/2205.08199 (2022) - [i3]Rattana Pukdee, Dylan Sam, Maria-Florina Balcan, Pradeep Ravikumar:
Label Propagation with Weak Supervision. CoRR abs/2210.03594 (2022) - [i2]Maria-Florina Balcan, Rattana Pukdee, Pradeep Ravikumar, Hongyang Zhang:
Nash Equilibria and Pitfalls of Adversarial Training in Adversarial Robustness Games. CoRR abs/2210.12606 (2022) - 2021
- [c1]Adam Foster, Rattana Pukdee, Tom Rainforth:
Improving Transformation Invariance in Contrastive Representation Learning. ICLR 2021 - 2020
- [i1]Adam Foster, Rattana Pukdee, Tom Rainforth:
Improving Transformation Invariance in Contrastive Representation Learning. CoRR abs/2010.09515 (2020)
Coauthor Index
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