Pavankumar Murali

According to our database, Pavankumar Murali authored at least 10 papers between 2013 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

AI-Based Real-Time Site-Wide Optimization for Process Manufacturing.

Jayant Kalagnanam, Dzung T. Phan, Pavankumar Murali, Lam M. Nguyen, Nianjun Zhou, Dharmashankar Subramanian, Raju Pavuluri, Xiang Ma, Crystal Lui, Giovane Cesar Da Silva

INFORMS J. Appl. Anal., 2022

2021

Regression Optimization for System-level Production Control.

Dzung T. Phan, Lam M. Nguyen, Pavankumar Murali, Nhan H. Pham, Hongsheng Liu, Jayant R. Kalagnanam

Proceedings of the 2021 American Control Conference, 2021

2020

A Scalable MIP-based Method for Learning Optimal Multivariate Decision Trees.

Haoran Zhu, Pavankumar Murali, Dzung T. Phan, Lam M. Nguyen, Jayant Kalagnanam

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

A Prediction-Optimization Framework for Site-Wide Process Optimization.

Dharmashankar Subramanian, Pavankumar Murali, Nianjun Zhou, Xiang Ma, Giovane Cesar Da Silva, Raju Pavuluri, Jayant Kalagnanam

Proceedings of the 2019 IEEE International Congress on Internet of Things, 2019

2018

Neural Interaction Transparency (NIT): Disentangling Learned Interactions for Improved Interpretability.

Michael Tsang, Hanpeng Liu, Sanjay Purushotham, Pavankumar Murali, Yan Liu

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2015

Optimal budget allocation strategies for real time bidding in display advertising.

Pavankumar Murali, Ying Li, Pietro Mazzoleni, Roman Vaculín

Proceedings of the 2015 Winter Simulation Conference, 2015

Applying Data Mining Techniques to Direct Marketing: Challenges and Solutions.

Ying Li, Pavankumar Murali, Nan Shao, Anshul Sheopuri

Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

2014

Designing promotions: Consumers' surprise and perception of discounts.

Wei Sun, Pavankumar Murali, Anshul Sheopuri, Yi-Min Chee

IBM J. Res. Dev., 2014

New Developments in Culinary Computational Creativity.

Nan Shao, Pavankumar Murali, Anshul Sheopuri

Proceedings of the Fifth International Conference on Computational Creativity, 2014

2013

Pricing long-term permits and scheduling of electric vehicle charging in parking lots with shared resources.

Ajay Deshpande, Pavankumar Murali

Proceedings of the 12th European Control Conference, 2013