Trimming the 1 regularizer: Statistical analysis, optimization, and applications to deep learning
- Jihun Yun
- Peng Zheng
- et al.
- 2019
- ICML 2019
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40 results for Aleksandr Y. Aravkin
ALETHEIA: Improving the usability of static security analysis
- Omer Tripp
- Salvatore Guarnieri
- et al.
- 2014
- CCS 2014
Semistochastic quadratic bound methods
- Aleksandr Aravkin
- Anna Choromanska
- et al.
- 2014
- ICLR 2014
Fast dual variational inference for non-conjugate latent gaussian models
- Mohammad Emtiyaz Khan
- Aleksandr Y. Aravkin
- et al.
- 2013
- ICML 2013
The connection between Bayesian estimation of a Gaussian random field and RKHS
- Aleksandr Y. Aravkin
- Bradley M. Bell
- et al.
- 2015
- IEEE TNNLS
Learning Robust Representations for Computer Vision
- Peng Zheng
- Aleksandr Y. Aravkin
- et al.
- 2017
- ICCVW 2017
Distributed Bundle Adjustment
- Karthikeyan Natesan Ramamurthy
- Chung Ching Lin
- et al.
- 2017
- ICCVW 2017
Dynamic matrix factorization with social influence
- Aleksandr Y. Aravkin
- Kush R. Varshney
- et al.
- 2016
- MLSP 2016
Beyond L2-loss functions for learning sparse models
- Karthikeyan Natesan Ramamurthy
- Aleksandr Y. Aravkin
- et al.
- 2016
- ICASSP 2016
Source estimation for wave equations with uncertain parameters
- Sergiy Zhuk
- Stephen Moore
- et al.
- 2015
- ECC 2015