AdaBlock: SGD with Practical Block Diagonal Matrix Adaptation for Deep Learning
- Jihun Yun
- Aurelie C. Lozano
- et al.
- 2022
- AISTATS 2022
Conference paper
Publications
12 results for Eunho Yang
Trimming the 1 regularizer: Statistical analysis, optimization, and applications to deep learning
- Jihun Yun
- Peng Zheng
- et al.
- 2019
- ICML 2019
Conference paperA general family of trimmed estimators for robust high-dimensional data analysis
- Eunho Yang
- Aurelie C. Lozano
- et al.
- 2018
- Electronic Journal of Statistics
PaperSparse + Group-sparse dirty models: Statistical guarantees without unreasonable conditions and a case for non-convexity
- Eunho Yang
- Aurelie C. Lozano
- 2017
- ICML 2017
Conference paperXMRF: An R package to fit Markov Networks to high-throughput genetics data
- Ying-Wooi Wan
- Genevera I. Allen
- et al.
- 2016
- BMC Systems Biology
PaperMinimum Distance Lasso for robust high-dimensional regression
- Aurelie C. Lozano
- Nicolai Meinshausen
- et al.
- 2016
- Electronic Journal of Statistics
PaperRobust Gaussian Graphical modeling with the Trimmed Graphical Lasso
- Eunho Yang
- Aurelie C. Lozano
- 2015
- NeurIPS 2015
Conference paperClosed-form estimators for high-dimensional generalized linear models
- Eunho Yang
- Aurelie C. Lozano
- et al.
- 2015
- NeurIPS 2015
Conference paperGraphical models via univariate exponential family distributions
- Eunho Yang
- Pradeep Ravikumar
- et al.
- 2015
- JMLR
PaperElementary estimators for graphical models
- Eunho Yang
- Aurélie C. Lozano
- et al.
- 2014
- NeurIPS 2014
Conference paper