Dogyoon Song
Massachusetts Institute of Technology
H-index: 6
North America-United States
Top articles of Dogyoon Song
Efficient Low-Dimensional Compression of Overparameterized Models
2023/12/1
Minimum-Risk Recalibration of Classifiers
Advances in Neural Information Processing Systems
2024/2/13
Improving Efficiency of Diffusion Models via Multi-Stage Framework and Tailored Multi-Decoder Architectures
arXiv preprint arXiv:2312.09181
2023/12/14
Efficient Compression of Overparameterized Deep Models through Low-Dimensional Learning Dynamics
arXiv preprint arXiv:2311.05061
2023/11/8
Community Detection in High-Dimensional Graph Ensembles
2023/10/29
Robert Malinas
H-Index: 1
Dogyoon Song
H-Index: 4
Algebraic and Statistical Properties of the Ordinary Least Squares Interpolator
arXiv preprint arXiv:2309.15769
2023/9/27
Robustness-Preserving Lifelong Learning Via Dataset Condensation
2023/6/4
Errors-in-variables Fr\'echet Regression with Low-rank Covariate Approximation
arXiv preprint arXiv:2305.09282
2023/5/16
Kyunghee Han
H-Index: 5
Dogyoon Song
H-Index: 4
On approximations of the PSD cone by a polynomial number of smaller-sized PSD cones
Mathematical Programming
2023/3
Dogyoon Song
H-Index: 4
On Separability of Covariance in Multiway Data Analysis
arXiv preprint arXiv:2302.02415
2023/2/5
Dogyoon Song
H-Index: 4
Kronecker-structured covariance models for multiway data
Statistic Surveys
2022
On robustness of principal component regression
Journal of the American Statistical Association
2021/5/12
Addressing Missing Data and Scalable Optimization for Data-driven Decision Making
2021
Dogyoon Song
H-Index: 4
Sample efficient reinforcement learning via low-rank matrix estimation
Neural Information Processing Systems (NeurIPS)
2020/6/11
Co-Authors
