Pavankumar Murali

Researcher, International Business Machines
Joined
July 2019

Names

Pavankumar Murali

Emails

****@us.ibm.com (Confirmed)

Personal Links

Career & Education History

Researcher
International Business Machines (ibm.com)
2010 – Present
PhD student
University of Southern California (usc.edu)
2004 – 2010

Advisors, Relations & Conflicts

No relations added

Expertise

Decision Trees
, 
Random Forests
, 
XGBoost
, 
Deep learning
, 
RNN
, 
LSTM
Present
Explainability
, 
Interpretability
Present
Dynamic Planning
, 
Reinforcement Learning
, 
Dynamic Programming
, 
Model Predictive Control
Present
Prediction-optimization
, 
regression-optimization
, 
model fidelity
Present
Discrete Optimization
, 
Mixed Integer Programming
, 
Decision Optimization
2003 – Present

Publications

Co-Authors