Song, Dogyoon

7 publications

AISTATS 2024 Efficient Low-Dimensional Compression of Overparameterized Models Soo Min Kwon, Zekai Zhang, Dogyoon Song, Laura Balzano, Qing Qu

CVPR 2024 Improving Training Efficiency of Diffusion Models via Multi-Stage Framework and Tailored Multi-Decoder Architecture Huijie Zhang, Yifu Lu, Ismail Alkhouri, Saiprasad Ravishankar, Dogyoon Song, Qing Qu

NeurIPS 2023 Errors-in-Variables Fr\'echet Regression with Low-Rank Covariate Approximation Dogyoon Song, Kyunghee Han

NeurIPS 2023 Minimum-Risk Recalibration of Classifiers Zeyu Sun, Dogyoon Song, Alfred O. Hero

NeurIPS 2020 Sample Efficient Reinforcement Learning via Low-Rank Matrix Estimation Devavrat Shah, Dogyoon Song, Zhi Xu, Yuzhe Yang

NeurIPS 2019 On Robustness of Principal Component Regression Anish Agarwal, Devavrat Shah, Dennis Shen, Dogyoon Song

NeurIPS 2016 Blind Regression: Nonparametric Regression for Latent Variable Models via Collaborative Filtering Dogyoon Song, Christina E. Lee, Yihua Li, Devavrat Shah