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