J. Jon Ryu

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 13

Top Topics

Eigendecomposition

Top Venues

IEEE Trans. Inf. Theory

Publications

Alankrita Bhatt, J. Jon Ryu, Young-Han Kim
On Universal Portfolios with Continuous Side Information. AISTATS (2023)
J. Jon Ryu, Young-Han Kim
One-Nearest-Neighbor Search is All You Need for Minimax Optimal Regression and Classification. CoRR (2022)
J. Jon Ryu, Shouvik Ganguly, Younghan Kim, Yung-Kyun Noh, Daniel D. Lee
Nearest Neighbor Density Functional Estimation From Inverse Laplace Transform. IEEE Trans. Inf. Theory 68 (6) (2022)
J. Jon Ryu, Alankrita Bhatt, Young-Han Kim
Parameter-free Online Linear Optimization with Side Information via Universal Coin Betting. CoRR (2022)
J. Jon Ryu, Alankrita Bhatt
On Confidence Sequences for Bounded Random Processes via Universal Gambling Strategies. CoRR (2022)
J. Jon Ryu, Young-Han Kim
An Information-Theoretic Proof of the Kac-Bernstein Theorem. CoRR (2022)
Alankrita Bhatt, J. Jon Ryu, Young-Han Kim
On Universal Portfolios with Continuous Side Information. CoRR (2022)
J. Jon Ryu, Jiun-Ting Huang, Young-Han Kim
On the Role of Eigendecomposition in Kernel Embedding. ISIT (2021)
Yang Yang, Guillaume Sautière, J. Jon Ryu, Taco S. Cohen
Feedback Recurrent Autoencoder. ICASSP (2020)
Yang Yang, Guillaume Sautière, J. Jon Ryu, Taco S. Cohen
Feedback Recurrent AutoEncoder. CoRR (2019)
J. Jon Ryu, Yoojin Choi, Young-Han Kim, Mostafa El-Khamy, Jungwon Lee
Wyner VAE: Joint and Conditional Generation with Succinct Common Representation Learning. CoRR (2019)
Alankrita Bhatt, Jiun-Ting Huang, Young-Han Kim, J. Jon Ryu, Pinar Sen
Variations on a Theme by Liu, Cuff, and Verdú: The Power of Posterior Sampling. ITW (2018)
Alankrita Bhatt, Jiun-Ting Huang, Young-Han Kim, J. Jon Ryu, Pinar Sen
Monte Carlo Methods for Randomized Likelihood Decoding. Allerton (2018)