Rattana Pukdee

19 papers A* 6A 2B 1Journal 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
What Does Preference Learning Recover from Pairwise Comparison Data?
CoRR
Rattana Pukdee, Maria-Florina Balcan, Pradeep Ravikumar
2025 J jnl
Learning from Interval Targets.
CoRR
Rattana Pukdee, Ziqi Ke, Chirag Gupta
2025 A* conf
Learning from weak labelers as constraints.
ICLR
Vishwajeet Agrawal, Rattana Pukdee, Maria-Florina Balcan, Pradeep Kumar Ravikumar
2025 A conf
On the Consistent Recovery of Joint Distributions from Conditionals.
AISTATS
Mahbod Majid, Rattana Pukdee, Vishwajeet Agrawal, Burak Varici, Pradeep Kumar Ravikumar
2024 J jnl
Bayesian Neural Networks with Domain Knowledge Priors.
CoRR
Dylan Sam, Rattana Pukdee, Daniel P. Jeong, Yewon Byun, J. Zico Kolter
2024 A* conf
Spectrally Transformed Kernel Regression.
ICLR
Runtian Zhai, Rattana Pukdee, Roger Jin, Maria-Florina Balcan, Pradeep Kumar Ravikumar
2024 J jnl
Spectrally Transformed Kernel Regression.
CoRR
Runtian Zhai, Rattana Pukdee, Roger Jin, Maria-Florina Balcan, Pradeep Ravikumar
2023 A* conf
Label Propagation with Weak Supervision.
ICLR
Rattana Pukdee, Dylan Sam, Pradeep Kumar Ravikumar, Nina Balcan
2023 A* conf
Learning with Explanation Constraints.
NeurIPS
Rattana Pukdee, Dylan Sam, J. Zico Kolter, Maria-Florina Balcan, Pradeep Ravikumar
2023 J jnl
Learning with Explanation Constraints.
CoRR
Rattana Pukdee, Dylan Sam, J. Zico Kolter, Maria-Florina Balcan, Pradeep Ravikumar
2023 A conf
Nash Equilibria and Pitfalls of Adversarial Training in Adversarial Robustness Games.
AISTATS
Maria-Florina Balcan, Rattana Pukdee, Pradeep Ravikumar, Hongyang Zhang
2023 J jnl
Reliable Learning for Test-time Attacks and Distribution Shift.
CoRR
Maria-Florina Balcan, Steve Hanneke, Rattana Pukdee, Dravyansh Sharma
2023 A* conf
Reliable learning in challenging environments.
NeurIPS
Maria-Florina Balcan, Steve Hanneke, Rattana Pukdee, Dravyansh Sharma
2022 J jnl
Label Propagation with Weak Supervision.
CoRR
Rattana Pukdee, Dylan Sam, Maria-Florina Balcan, Pradeep Ravikumar
2022 J jnl
Nash Equilibria and Pitfalls of Adversarial Training in Adversarial Robustness Games.
CoRR
Maria-Florina Balcan, Rattana Pukdee, Pradeep Ravikumar, Hongyang Zhang
2022 B conf
Sharp asymptotics on the compression of two-layer neural networks.
ITW
Mohammad Hossein Amani, Simone Bombari, Marco Mondelli, Rattana Pukdee, Stefano Rini
2022 J jnl
Sharp asymptotics on the compression of two-layer neural networks.
CoRR
Mohammad Hossein Amani, Simone Bombari, Marco Mondelli, Rattana Pukdee, Stefano Rini
2021 A* conf
Improving Transformation Invariance in Contrastive Representation Learning.
ICLR
Adam Foster, Rattana Pukdee, Tom Rainforth
2020 J jnl
Improving Transformation Invariance in Contrastive Representation Learning.
CoRR
Adam Foster, Rattana Pukdee, Tom Rainforth