Dogyoon Song - RankMe

24 papers A* 5A 1B 1Misc 2Journal 12Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Scaling Laws of SignSGD in Linear Regression: When Does It Outperform SGD? CoRR Jihwan Kim, Dogyoon Song, Chulhee Yun
2025	B	`conf`	High-Dimensional Sequential Change Detection. ISIT Robert P. Malinas, Dogyoon Song, Benjamin D. Robinson, Alfred O. Hero III
2024	A	`conf`	Efficient Low-Dimensional Compression of Overparameterized Models. AISTATS Soo Min Kwon, Zekai Zhang, Dogyoon Song, Laura Balzano, Qing Qu
2024	A*	`conf`	Improving Training Efficiency of Diffusion Models via Multi-Stage Framework and Tailored Multi-Decoder Architecture. CVPR Huijie Zhang, Yifu Lu, Ismail Alkhouri, Saiprasad Ravishankar, Dogyoon Song, Qing Qu
2024	J	`jnl`	Local Minima Structures in Gaussian Mixture Models. IEEE Trans. Inf. Theory Yudong Chen, Dogyoon Song, Xumei Xi, Yuqian Zhang
2024	—	`conf`	Sequential Community Detection in High-Dimensional Temporal Graphs. IEEECONF Robert P. Malinas, Dogyoon Song, Alfred O. Hero III
2023	J	`jnl`	Algebraic and Statistical Properties of the Ordinary Least Squares Interpolator. CoRR Dennis Shen, Dogyoon Song, Peng Ding, Jasjeet S. Sekhon
2023	Misc	`conf`	Community Detection in High-Dimensional Graph Ensembles. ACSSC Robert P. Malinas, Dogyoon Song, Alfred O. Hero III
2023	J	`jnl`	Efficient Compression of Overparameterized Deep Models through Low-Dimensional Learning Dynamics. CoRR Soo Min Kwon, Zekai Zhang, Dogyoon Song, Laura Balzano, Qing Qu
2023	A*	`conf`	Errors-in-variables Fr\'echet Regression with Low-rank Covariate Approximation. NeurIPS Dogyoon Song, Kyunghee Han
2023	J	`jnl`	Improving Efficiency of Diffusion Models via Multi-Stage Framework and Tailored Multi-Decoder Architectures. CoRR Huijie Zhang, Yifu Lu, Ismail Alkhouri, Saiprasad Ravishankar, Dogyoon Song, Qing Qu
2023	A*	`conf`	Minimum-Risk Recalibration of Classifiers. NeurIPS Zeyu Sun, Dogyoon Song, Alfred O. Hero III
2023	J	`jnl`	Minimum-Risk Recalibration of Classifiers. CoRR Zeyu Sun, Dogyoon Song, Alfred O. Hero III
2023	J	`jnl`	On approximations of the PSD cone by a polynomial number of smaller-sized PSD cones. Math. Program. Dogyoon Song, Pablo A. Parrilo
2023	Misc	`conf`	Robustness-Preserving Lifelong Learning Via Dataset Condensation. ICASSP Jinghan Jia, Yihua Zhang, Dogyoon Song, Sijia Liu, Alfred O. Hero III
2023	J	`jnl`	Robustness-preserving Lifelong Learning via Dataset Condensation. CoRR Jinghan Jia, Yihua Zhang, Dogyoon Song, Sijia Liu, Alfred O. Hero III
2021	—	`—`	Addressing Missing Data and Scalable Optimization for Data-driven Decision Making. Dogyoon Song
2020	J	`jnl`	Nearest Neighbors for Matrix Estimation Interpreted as Blind Regression for Latent Variable Model. IEEE Trans. Inf. Theory Yihua Li, Devavrat Shah, Dogyoon Song, Christina Lee Yu
2020	A*	`conf`	Sample Efficient Reinforcement Learning via Low-Rank Matrix Estimation. NeurIPS Devavrat Shah, Dogyoon Song, Zhi Xu, Yuzhe Yang
2020	J	`jnl`	Sample Efficient Reinforcement Learning via Low-Rank Matrix Estimation. CoRR Devavrat Shah, Dogyoon Song, Zhi Xu, Yuzhe Yang
2019	J	`jnl`	Model Agnostic High-Dimensional Error-in-Variable Regression. CoRR Anish Agarwal, Devavrat Shah, Dennis Shen, Dogyoon Song
2019	A*	`conf`	On Robustness of Principal Component Regression. NeurIPS Anish Agarwal, Devavrat Shah, Dennis Shen, Dogyoon Song
2018	J	`jnl`	Learning Mixture Model with Missing Values and its Application to Rankings. CoRR Devavrat Shah, Dogyoon Song
2016	—	`conf`	Blind Regression: Nonparametric Regression for Latent Variable Models via Collaborative Filtering. NIPS Dogyoon Song, Christina E. Lee, Yihua Li, Devavrat Shah