Publications

40 results for Aleksandr Y. Aravkin

Learning Brain Dynamics With Coupled Low-Dimensional Nonlinear Oscillators and Deep Recurrent Networks
- - Germán Abrevaya
  - Guillaume Dumas
  - et al.
- 2021
- Neural Computation
Trimming the ₁ regularizer: Statistical analysis, optimization, and applications to deep learning
- - Jihun Yun
  - Peng Zheng
  - et al.
- 2019
- ICML 2019
A general family of trimmed estimators for robust high-dimensional data analysis
- - Eunho Yang
  - Aurelie C. Lozano
  - et al.
- 2018
- Electronic Journal of Statistics
Generalized Kalman smoothing: Modeling and algorithms
- - Aleksandr Y. Aravkin
  - James V. Burke
  - et al.
- 2017
- Automatica
Distributed Bundle Adjustment
- - Karthikeyan Natesan Ramamurthy
  - Chung Ching Lin
  - et al.
- 2017
- ICCVW 2017
Learning Robust Representations for Computer Vision
- - Peng Zheng
  - Aleksandr Y. Aravkin
  - 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
Analytics for understanding customer behavior in the energy and utility industry
- - Younghun Kim
  - Aleksandr Y. Aravkin
  - et al.
- 2016
- IBM J. Res. Dev
Source estimation for wave equations with uncertain parameters
- - Sergiy Zhuk
  - Stephen Moore
  - et al.
- 2015
- ECC 2015