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cs.LG2021
Training Experimentally Robust and Interpretable Binarized Regression Models Using Mixed-Integer Programming
Sanjana Tule, Nhi Ha Lan Le, Buser Say
In this paper, we explore model-based approach to training robust and interpretable binarized regression models for multiclass classification tasks using Mixed-Integer Programming…
cs.LG2017★ 12 cited
Scalable Planning with Tensorflow for Hybrid Nonlinear Domains
Ga Wu, Buser Say, Scott Sanner
Given recent deep learning results that demonstrate the ability to effectively optimize high-dimensional non-convex functions with gradient descent optimization on GPUs, we ask in…