Vidyashankar Sivakumar

Senior Data Scientist, Walmart Labs

Joined

July 2019

Names

Vidyashankar Sivakumar

Emails

****@cs.umn.edu (Confirmed)

,

****@gmail.com

Personal Links

Career & Education History

Senior Data Scientist

Walmart Labs (walmartlabs.com)

2019 – Present

PhD student

University of Minnesota, Minneapolis (umn.edu)

2013 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Arindam Banerjee

2013 – Present

Expertise

High dimensional statistics

Present

Bandits and online learning

Present

Publications

Interpretable Predictive Modeling for Climate Variables with Weighted Lasso.
Sijie He, Xinyan Li, Vidyashankar Sivakumar, Arindam Banerjee
- 2019 (modified: 10 Nov 2022)
- AAAI2019
- Readers: Everyone
High-Dimensional Structured Quantile Regression
Vidyashankar Sivakumar, Arindam Banerjee
- 2017 (modified: 11 Nov 2022)
- ICML 2017
- Readers: Everyone
Beyond Sub-Gaussian Measurements: High-Dimensional Structured Estimation with Sub-Exponential Designs
Vidyashankar Sivakumar, Arindam Banerjee, Pradeep Ravikumar
- 2015 (modified: 11 Nov 2022)
- NIPS 2015
- Readers: Everyone
Estimation with Norm Regularization
Arindam Banerjee, Sheng Chen, Farideh Fazayeli, Vidyashankar Sivakumar
- 2014 (modified: 11 Nov 2022)
- NIPS 2014
- Readers: Everyone

Co-Authors