Rattana Pukdee

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 15

Top Topics

Kernel Regression

Nadaraya Watson

Nash Equilibria

Top Venues

Publications

Runtian Zhai, Rattana Pukdee, Roger Jin, Maria-Florina Balcan, Pradeep Ravikumar
Spectrally Transformed Kernel Regression. CoRR (2024)
Runtian Zhai, Rattana Pukdee, Roger Jin, Maria-Florina Balcan, Pradeep Kumar Ravikumar
Spectrally Transformed Kernel Regression. ICLR (2024)
Dylan Sam, Rattana Pukdee, Daniel P. Jeong, Yewon Byun, J. Zico Kolter
Bayesian Neural Networks with Domain Knowledge Priors. CoRR (2024)
Rattana Pukdee, Dylan Sam, J. Zico Kolter, Maria-Florina Balcan, Pradeep Ravikumar
Learning with Explanation Constraints. NeurIPS (2023)
Rattana Pukdee, Dylan Sam, J. Zico Kolter, Maria-Florina Balcan, Pradeep Ravikumar
Learning with Explanation Constraints. CoRR (2023)
Maria-Florina Balcan, Steve Hanneke, Rattana Pukdee, Dravyansh Sharma
Reliable Learning for Test-time Attacks and Distribution Shift. CoRR (2023)
Rattana Pukdee, Dylan Sam, Pradeep Kumar Ravikumar, Nina Balcan
Label Propagation with Weak Supervision. ICLR (2023)
Maria-Florina Balcan, Steve Hanneke, Rattana Pukdee, Dravyansh Sharma
Reliable learning in challenging environments. NeurIPS (2023)
Maria-Florina Balcan, Rattana Pukdee, Pradeep Ravikumar, Hongyang Zhang
Nash Equilibria and Pitfalls of Adversarial Training in Adversarial Robustness Games. AISTATS (2023)
Rattana Pukdee, Dylan Sam, Maria-Florina Balcan, Pradeep Ravikumar
Label Propagation with Weak Supervision. CoRR (2022)
Mohammad Hossein Amani, Simone Bombari, Marco Mondelli, Rattana Pukdee, Stefano Rini
Sharp asymptotics on the compression of two-layer neural networks. ITW (2022)
Mohammad Hossein Amani, Simone Bombari, Marco Mondelli, Rattana Pukdee, Stefano Rini
Sharp asymptotics on the compression of two-layer neural networks. CoRR (2022)
Maria-Florina Balcan, Rattana Pukdee, Pradeep Ravikumar, Hongyang Zhang
Nash Equilibria and Pitfalls of Adversarial Training in Adversarial Robustness Games. CoRR (2022)
Adam Foster, Rattana Pukdee, Tom Rainforth
Improving Transformation Invariance in Contrastive Representation Learning. ICLR (2021)
Adam Foster, Rattana Pukdee, Tom Rainforth
Improving Transformation Invariance in Contrastive Representation Learning. CoRR (2020)