Taehyun Cho

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Matrix Multiplication

Reinforcement Learning

Top Venues

IEEE J. Sel. Areas Commun.

Publications

Dohyeok Lee, Seungyub Han, Taehyun Cho, Jungwoo Lee
SPQR: Controlling Q-ensemble Independence with Spiked Random Model for Reinforcement Learning. CoRR (2024)
Seungyub Han, Yeongmo Kim, Taehyun Cho, Jungwoo Lee
On the Convergence of Continual Learning with Adaptive Methods. CoRR (2024)
Dohyeong Kim, Taehyun Cho, Seungyub Han, Hojun Chung, Kyungjae Lee, Songhwai Oh
Spectral-Risk Safe Reinforcement Learning with Convergence Guarantees. CoRR (2024)
Taehyun Cho, Seungyub Han, Kyungjae Lee, Seokhun Ju, Dohyeong Kim, Jungwoo Lee
Tractable and Provably Efficient Distributional Reinforcement Learning with General Value Function Approximation. CoRR (2024)
Taehyun Cho, Seungyub Han, Heesoo Lee, Kyungjae Lee, Jungwoo Lee
Pitfall of Optimism: Distributional Reinforcement Learning by Randomizing Risk Criterion. CoRR (2023)
Taehyun Cho, Seungyub Han, Heesoo Lee, Kyungjae Lee, Jungwoo Lee
Pitfall of Optimism: Distributional Reinforcement Learning by Randomizing Risk Criterion. NeurIPS (2023)
Seungyub Han, Yeongmo Kim, Taehyun Cho, Jungwoo Lee
On the Convergence of Continual Learning with Adaptive Methods. UAI (2023)
Dohyeok Lee, Seungyub Han, Taehyun Cho, Jungwoo Lee
SPQR: Controlling Q-ensemble Independence with Spiked Random Model for Reinforcement Learning. NeurIPS (2023)
Heasung Kim, Taehyun Cho, Jungwoo Lee, Wonjae Shin, H. Vincent Poor
Optimized Shallow Neural Networks for Sum-Rate Maximization in Energy Harvesting Downlink Multiuser NOMA Systems. IEEE J. Sel. Areas Commun. 39 (4) (2021)
Sangwoo Hong, Heecheol Yang, Youngseok Yoon, Taehyun Cho, Jungwoo Lee
Chebyshev Polynomial Codes: Task Entanglement-based Coding for Distributed Matrix Multiplication. ICML (2021)
Heasung Kim, Taehyun Cho, Jungwoo Lee, Wonjae Shin, H. Vincent Poor
An Efficient Neural Network Architecture for Rate Maximization in Energy Harvesting Downlink Channels. ISIT (2020)