Machine Learning and Supply Chain Management Workshop | December 13-14, 2021
Iacocca Conference Center, Lehigh University Mountaintop Campus
All presentations were held in the Wood Dining Room, Iacocca Hall (2nd Floor)
Monday, December 13, 2021
Times shown are in US Eastern Standard Time (EST)
Time (EST) |
Title |
Presenter |
LINK |
---|---|---|---|
8:15AM |
Breakfast and Registration |
|
|
9:00AM |
Opening Remarks |
Dean Steve DeWeerth, Lehigh University |
|
9:15AM |
Barrett Thomas, University of Iowa |
||
10:00AM |
Jiankun Sun, Imperial College London |
||
10:30AM |
Break |
|
|
10:45AM |
Joren Gijsbrechts, Universidade Católica Portuguesa, Portugal |
||
11:30AM |
Cynthia Rudin, Duke University |
||
12:00 |
Lunch |
|
|
1:15PM |
Algorithmic Tools for US Congressional Districting: Fairness via Analytics |
David B. Shmoys, Cornell University |
|
2:00PM |
Richard Pibernik, Julius-Maximilians University of Wuerzburg, Germany |
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2:45PM |
Break |
|
|
3:00 PM |
Panel Discussion. "Here Today, Better Tomorrow" - Machine Learning in Practice & Supply Chain. Moderated by Jan van Mieghem, Northwestern University |
Panelists: Barrett Thomas; Richard Pibernick, Mike Watson and Swati Gupta |
|
4:15PM |
Break |
|
|
4:30PM |
How to Make Sure Machine Learning Has an Impact on Supply Chains |
Polly Mitchell-Guthrie, Kinaxis |
|
5:15PM-6:30PM
|
Reception & Student Poster Session. Building C Lobby, Mountaintop Campus Evening free following the reception. Dinner on your own |
|
Tuesday, December 14, 2021
Times shown are in US Eastern Standard Time (EST)
TimE (EST) |
Title |
Presenter |
Link |
---|---|---|---|
8:30AM |
Breakfast and Registration |
|
|
9:00AM |
A Practical End-to-End Inventory Management Model with Deep Learning |
Zuo-Jun Max Shen, UC-Berkeley / University of Hong Kong |
|
9:30AM |
Swati Gupta, Georgia Tech |
||
10:15AM |
Break |
|
|
10:30AM |
Data-driven Stochastic Vehicle Routing Problem and Job Shop Using Reinforcement Learning |
Martin Takac, Lehigh University / Mohamed bin Zayed University of Artificial Intelligence, UAE |
|
11:00AM |
Heuristics for Mixed-Integer Optimization Through a Machine Learning Lens |
Andrea Lodi, Cornell Tech |
|
11:45AM |
Lunch |
|
|
1:00PM |
Chips and Beer: Using Machine Learning to Optimize Inventory |
Larry Snyder, Lehigh University |
|
1:45PM |
AI/ML Applications for Industry: The Proven and Future Direction |
Michael Watson, Coupa Software |
|
2:30PM |
Closing Remarks |
Larry Snyder & Jan van Mieghem |