Gaon An
5 papers · 2019–2023 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Reinforcement Learning
(2)
Core AI
(2)
Methods
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
offline reinforcement learning
(2)
adversarial attack
(2)
neural network pruning
(1)
contrastive learning
(1)
reward modeling
(1)
policy optimization
(1)
network efficiency
(1)
query efficiency
(1)
neural network optimization
(1)
gradient estimation
(1)
discrete optimization
(1)
quadratic programming
(1)
bilevel optimization
(1)
black-box attack
(1)
ensemble method
(1)
randomized smoothing
(1)
adversarial defense
(1)
adversarial perturbation
(1)
uncertainty estimation
(1)
preference-based reinforcement learning
(1)
Papers
Direct Preference-based Policy Optimization without Reward Modeling
NeurIPS 2023
Optimal channel selection with discrete QCQP
AISTATS 2022
Preemptive Image Robustification for Protecting Users against Man-in-the-Middle Adversarial Attacks
AAAI 2022
Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble
NeurIPS 2021
Parsimonious Black-Box Adversarial Attacks via Efficient Combinatorial Optimization
ICML 2019