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11/17/2021
Traversing the Local Polytopes of ReLU Neural Networks: A Unified Approach for Network Verification
Although neural networks (NNs) with ReLU activation functions have found...
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09/09/2021
Supervised Linear Dimension-Reduction Methods: Review, Extensions, and Comparisons
Principal component analysis (PCA) is a well-known linear dimension-redu...
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06/05/2019
Risk-Sensitive Compact Decision Trees for Autonomous Execution in Presence of Simulated Market Response
We demonstrate an application of risk-sensitive reinforcement learning t...
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02/19/2019
Fast Compressive Sensing Recovery Using Generative Models with Structured Latent Variables
Deep learning models have significantly improved the visual quality and ...
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02/19/2019
Appearance-based Gesture recognition in the compressed domain
We propose a novel appearance-based gesture recognition algorithm using ...
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05/26/2016