Dogyoon Song
7 papers · 2016–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (3) π Academic Marathon (8) π Cross-Pollinator (13) π Renaissance Researcher (6)
πΊοΈ
Taxonomy Completionist
(23)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
Conferences
NIPS (5)
AISTATS (1)
CVPR (1)
Top co-authors
Keywords
model compression
(2)
matrix estimation
(2)
principal component regression
(2)
matrix completion
(2)
low-rank approximation
(2)
high-dimensional statistics
(1)
neural network optimization
(1)
matrix factorization
(1)
generalization error
(1)
nonparametric regression
(1)
high-dimensional regression
(1)
linear regression
(1)
sample complexity
(1)
low-rank matrix
(1)
training efficiency
(1)
sampling efficiency
(1)
u-net architecture
(1)
probability calibration
(1)
collaborative filtering
(1)
reinforcement learning
(1)
Papers
Efficient Low-Dimensional Compression of Overparameterized Models
AISTATS 2024
Improving Training Efficiency of Diffusion Models via Multi-Stage Framework and Tailored Multi-Decoder Architecture
CVPR 2024
Minimum-Risk Recalibration of Classifiers
NIPS 2023
Errors-in-variables Fr\'echet Regression with Low-rank Covariate Approximation
NIPS 2023
Sample Efficient Reinforcement Learning via Low-Rank Matrix Estimation
NIPS 2020
On Robustness of Principal Component Regression
NIPS 2019
Blind Regression: Nonparametric Regression for Latent Variable Models via Collaborative Filtering
NIPS 2016