PATENTS

PATENTS

  1. Prediction Optimization for System-level Production Control. Patent 11099529 [PDF]
    Dzung T. Phan, Lam M. Nguyen, Pavankumar Murali, Jayant R. Kalagnanam.

PATENT APPLICATIONS

  1. Integrated Machine Learning Prediction and Optimization for Decision-Making. Filed on March 30, 2022
    Dzung T. Phan, Long Vu, Lam M. Nguyen, Dharmashankar Subramanian.
  2. Interpretable Clustering via Multi-Polytope Machines. Filed on February 18, 2022
    Dzung T. Phan, Connor Lawless, Jayant R. Kalagnanam, Lam M. Nguyen, Chandrasekhara K. Reddy.
  3. Blending Graph Predictions. Filed on February 08, 2022
    Thanh Lam Hoang, Gabriele Picco, Yufang Hou, Young-Suk Lee, Lam M. Nguyen, Dzung Tien Phan, Vanessa Lopez Garcia, Ramon Fernandez Astudillo.
  4. Optimal Control of Dynamic Systems via Linearizable Deep Learning. Filed on February 07, 2022
    Dung Tien Phan, Jayant R. Kalagnanam, Lam M. Nguyen.
  5. Federated Learning for Training Machine Learning Models. Filed on December 21, 2021
    Lam M. Nguyen, Dung Tien Phan, Jayant R. Kalagnanam.
  6. Boosting Classification and Regression Tree Performance with Dimension Reduction. Filed on December 14, 2021
    Dung Tien Phan, Michael Huang, Pavankumar Murali, Lam M. Nguyen.
  7. Optimizer Agnostic Explanation System for Large Scale Schedules. Filed on November 23, 2021
    Surya Shravan Kumar Sajja, Kanthi Sarpatwar, Lam M. Nguyen, Yuan Yuan Jia, Stephane Michel, Roman Vaculin.
  8. Reasonable Language Model Learning for Text Generation from a Knowledge Graph. Filed on November 02, 2021
    Hoang Thanh Lam, Dzung T. Phan, Gabriele Picco, Lam M. Nguyen, Vanessa Lopez Garcia.
  9. Multi-Polytope Machine for Classification. Filed on September 30, 2021
    Dzung T. Phan, Lam M. Nguyen, Jayant R. Kalagnanam, Chandrasekhara K. Reddy, Srideepika Jayaraman.
  10. Site-Wide Optimization for Mixed Regression Models and Mixed Control Variables. Filed on May 25, 2021
    Dung Tien Phan, Nhan H. Pham, Lam M. Nguyen.
  11. A Shuffling-Type Gradient Method for Training Machine Learning models with Big Data. Filed on December 1, 2020
    Lam M. Nguyen, Dung Tien Phan.
  12. System-level Control using Tree-based Regression with Outlier Removal. Filed on August 20, 2020
    Dung Tien Phan, Pavankumar Murali, Lam M. Nguyen.
  13. Site-wide Operations Management Optimization for Manufacturing and Processing Control. Filed on August 20, 2020
    Dung Tien Phan, Lam M. Nguyen, Pavankumar Murali, Hongsheng Liu.
  14. Tuning Classification Hyperparameters. Filed on July 27, 2020
    Dung Tien Phan, Hongsheng Liu, Lam M. Nguyen.
  15. Automated Generation of Optimization Model for System-Wide Plant Optimization. Filed on July 24, 2020
    Dung Tien Phan, Lam M. Nguyen, Pavankumar Murali, Nianjun Zhou.
  16. Optimal Interpretable Decision Trees using Integer Linear Programming Techniques. Filed on February 20, 2020. United States Patent Application 20210264290.
    Pavankumar Murali, Haoran Zhu, Dung Tien Phan, Lam M. Nguyen.
  17. Compression of Deep Neural Networks. Filed on March 13, 2019. United States Patent Application 20200293876.
    Dzung T. Phan, Lam M. Nguyen, Nam H. Nguyen, Jayant R. Kalagnanam.

Lam M. Nguyen

(Nguyễn Minh Lâm)
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