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10/12/2020
AttendLight: Universal Attention-Based Reinforcement Learning Model for Traffic Signal Control
We propose AttendLight, an end-to-end Reinforcement Learning (RL) algori...
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07/06/2018
Multi-Task Learning with Incomplete Data for Healthcare
Multi-task learning is a type of transfer learning that trains multiple ...
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04/25/2018
RULLS: Randomized Union of Locally Linear Subspaces for Feature Engineering
Feature engineering plays an important role in the success of a machine ...
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02/19/2017
Online Robust Principal Component Analysis with Change Point Detection
Robust PCA methods are typically batch algorithms which requires loading...
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02/17/2016
Peak Criterion for Choosing Gaussian Kernel Bandwidth in Support Vector Data Description
Support Vector Data Description (SVDD) is a machine-learning technique u...
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12/07/2011
