Learning Brain Dynamics With Coupled Low-Dimensional Nonlinear Oscillators and Deep Recurrent Networks
- Germán Abrevaya
- Guillaume Dumas
- et al.
- 2021
- Neural Computation
Publications
40 results for Aleksandr Y. Aravkin
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