Rattana Pukdee
8 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(19)
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(6)
Learning Types · Machine Learning
(5)
Optimization & Theory
(5)
Artificial Intelligence
(3)
Deep Learning
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Mathematics & Optimization
(1)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Learning Paradigms
(1)
Optimization
(1)
Keywords
weakly supervised learning
(2)
learning theory
(2)
semi-supervised learning
(2)
contrastive learning
(1)
adversarial robustness
(1)
label propagation
(1)
robust classification
(1)
self-supervised learning
(1)
variational approximation
(1)
rademacher complexity
(1)
adversarial training
(1)
constrained optimization
(1)
nash equilibrium
(1)
label noise
(1)
graph-based learning
(1)
kernel principal component analysis
(1)
transformation invariance
(1)
distribution shift
(1)
adversarial learning
(1)
representation learning
(1)
Papers
Learning from weak labelers as constraints
ICLR 2025
On the Consistent Recovery of Joint Distributions from Conditionals
AISTATS 2025
Spectrally Transformed Kernel Regression
ICLR 2024
Label Propagation with Weak Supervision
ICLR 2023
Learning with Explanation Constraints
NeurIPS 2023
Nash Equilibria and Pitfalls of Adversarial Training in Adversarial Robustness Games
AISTATS 2023
Reliable learning in challenging environments
NeurIPS 2023
Improving Transformation Invariance in Contrastive Representation Learning
ICLR 2021