Pavankumar Murali

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 8

Top Topics

Multivariate Decision Trees

Direct Marketing

Industrial Production

Top Venues

INFORMS J. Appl. Anal.

IBM J. Res. Dev.

Publications

Jayant Kalagnanam, Dzung T. Phan, Pavankumar Murali, Lam M. Nguyen, Nianjun Zhou, Dharmashankar Subramanian, Raju Pavuluri, Xiang Ma, Crystal Lui, Giovane Cesar Da Silva
AI-Based Real-Time Site-Wide Optimization for Process Manufacturing. INFORMS J. Appl. Anal. 52 (4) (2022)
Dzung T. Phan, Lam M. Nguyen, Pavankumar Murali, Nhan H. Pham, Hongsheng Liu, Jayant R. Kalagnanam
Regression Optimization for System-level Production Control. ACC (2021)
Haoran Zhu, Pavankumar Murali, Dzung T. Phan, Lam M. Nguyen, Jayant R. Kalagnanam
A Scalable MIP-based Method for Learning Optimal Multivariate Decision Trees. CoRR (2020)
Haoran Zhu, Pavankumar Murali, Dzung T. Phan, Lam M. Nguyen, Jayant Kalagnanam
A Scalable MIP-based Method for Learning Optimal Multivariate Decision Trees. NeurIPS (2020)
Dharmashankar Subramanian, Pavankumar Murali, Nianjun Zhou, Xiang Ma, Giovane Cesar Da Silva, Raju Pavuluri, Jayant Kalagnanam
A Prediction-Optimization Framework for Site-Wide Process Optimization. ICIOT (2019)
Michael Tsang, Hanpeng Liu, Sanjay Purushotham, Pavankumar Murali, Yan Liu
Neural Interaction Transparency (NIT): Disentangling Learned Interactions for Improved Interpretability. NeurIPS (2018)
Pavankumar Murali, Ying Li, Pietro Mazzoleni, Roman Vaculín
Optimal budget allocation strategies for real time bidding in display advertising. WSC (2015)
Ying Li, Pavankumar Murali, Nan Shao, Anshul Sheopuri
Applying Data Mining Techniques to Direct Marketing: Challenges and Solutions. ICDM Workshops (2015)
Nan Shao, Pavankumar Murali, Anshul Sheopuri
New Developments in Culinary Computational Creativity. ICCC (2014)
Wei Sun, Pavankumar Murali, Anshul Sheopuri, Yi-Min Chee
Designing promotions: Consumers' surprise and perception of discounts. IBM J. Res. Dev. 58 (5/6) (2014)
Ajay Deshpande, Pavankumar Murali
Pricing long-term permits and scheduling of electric vehicle charging in parking lots with shared resources. ECC (2013)