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11 Results
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Poster
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Tue 14:00 |
Is Integer Arithmetic Enough for Deep Learning Training? Alireza Ghaffari · Marzieh S. Tahaei · Mohammadreza Tayaranian · Masoud Asgharian · Vahid Partovi Nia |
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Poster
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Thu 14:00 |
Scalable Distributional Robustness in a Class of Non-Convex Optimization with Guarantees Avinandan Bose · Arunesh Sinha · Tien Mai |
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Poster
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Wed 14:00 |
Graph Learning Assisted Multi-Objective Integer Programming Yaoxin Wu · Wen Song · Zhiguang Cao · Jie Zhang · Abhishek Gupta · Mingyan Lin |
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Poster
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Wed 9:00 |
Learning to Branch with Tree MDPs Lara Scavuzzo · Feng Chen · Didier Chetelat · Maxime Gasse · Andrea Lodi · Neil Yorke-Smith · Karen Aardal |
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Poster
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Thu 9:00 |
Structural Analysis of Branch-and-Cut and the Learnability of Gomory Mixed Integer Cuts Maria-Florina Balcan · Siddharth Prasad · Tuomas Sandholm · Ellen Vitercik |
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Poster
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Thu 14:00 |
A Scalable Deterministic Global Optimization Algorithm for Training Optimal Decision Tree Kaixun Hua · Jiayang Ren · Yankai Cao |
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Poster
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Tue 14:00 |
Pushing the limits of fairness impossibility: Who's the fairest of them all? Brian Hsu · Rahul Mazumder · Preetam Nandy · Kinjal Basu |
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Expo Demonstration
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Mon 8:00 |
Efficient super-resolution using 4-bit integer quantization for real-time mobile applications Anjuman Raha |
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Poster
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Thu 9:00 |
FACT: Learning Governing Abstractions Behind Integer Sequences Peter Belcak · Ard Kastrati · Flavio Schenker · Roger Wattenhofer |
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Workshop
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Program Synthesis for Integer Sequence Generation Natasha Butt · Auke Wiggers · Taco Cohen · Max Welling |
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Poster
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Nonnegative Tensor Completion via Integer Optimization Caleb Bugg · Chen Chen · Anil Aswani |