Hong Jun Jeon

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 17

Top Topics

Theoretic Framework

Configuration Space

Reinforcement Learning

Mathematical Formalism

Top Venues

Publications

Hong Jun Jeon, Jason D. Lee, Qi Lei, Benjamin Van Roy
An Information-Theoretic Analysis of In-Context Learning. CoRR (2024)
Hong Jun Jeon, Benjamin Van Roy
Information-Theoretic Foundations for Machine Learning. CoRR (2024)
Anmol Kagrecha, Henrik Marklund, Benjamin Van Roy, Hong Jun Jeon, Richard Zeckhauser
Adaptive Crowdsourcing Via Self-Supervised Learning. CoRR (2024)
Hong Jun Jeon, Benjamin Van Roy
Information-Theoretic Foundations for Neural Scaling Laws. CoRR (2024)
Saurabh Kumar, Henrik Marklund, Ashish Rao, Yifan Zhu, Hong Jun Jeon, Yueyang Liu, Benjamin Van Roy
Continual Learning as Computationally Constrained Reinforcement Learning. CoRR (2023)
Hong Jun Jeon, Benjamin Van Roy
Sample Complexity versus Depth: An Information Theoretic Analysis. CoRR (2022)
Dylan P. Losey, Hong Jun Jeon, Mengxi Li, Krishnan Srinivasan, Ajay Mandlekar, Animesh Garg, Jeannette Bohg, Dorsa Sadigh
Learning latent actions to control assistive robots. Auton. Robots 46 (1) (2022)
Yifan Zhu, Hong Jun Jeon, Benjamin Van Roy
Is Stochastic Gradient Descent Near Optimal? CoRR (2022)
Hong Jun Jeon, Benjamin Van Roy
An Information-Theoretic Framework for Deep Learning. NeurIPS (2022)
Hong Jun Jeon, Benjamin Van Roy
An Information-Theoretic Analysis of Compute-Optimal Neural Scaling Laws. CoRR (2022)
Dylan P. Losey, Hong Jun Jeon, Mengxi Li, Krishnan Srinivasan, Ajay Mandlekar, Animesh Garg, Jeannette Bohg, Dorsa Sadigh
Learning Latent Actions to Control Assistive Robots. CoRR (2021)
Hong Jun Jeon, Smitha Milli, Anca D. Dragan
Reward-rational (implicit) choice: A unifying formalism for reward learning. CoRR (2020)
Hong Jun Jeon, Smitha Milli, Anca D. Dragan
Reward-rational (implicit) choice: A unifying formalism for reward learning. NeurIPS (2020)
Hong Jun Jeon, Dylan P. Losey, Dorsa Sadigh
Shared Autonomy with Learned Latent Actions. CoRR (2020)
Hong Jun Jeon, Dylan P. Losey, Dorsa Sadigh
Shared Autonomy with Learned Latent Actions. Robotics: Science and Systems (2020)
Hong Jun Jeon, Anca D. Dragan
Configuration Space Metrics. CoRR (2018)
Hong Jun Jeon, Anca D. Dragan
Configuration Space Metrics. IROS (2018)