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20102023
most citedBinarized Neural Networks: Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

2.2k citations · 5.9k across the 41 of their papers we have counts for

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Showing 2016 · cs.AIShow all

2 papers · 2 filters

cs.AI2016★ 2 cited

Deep Learning of Robotic Tasks without a Simulator using Strong and Weak Human Supervision

Bar Hilleli, Ran El-Yaniv

We propose a scheme for training a computerized agent to perform complex human tasks such as highway steering. The scheme is designed to follow a natural learning process whereby a…

cs.AI2016

Online Learning of Commission Avoidant Portfolio Ensembles

Guy Uziel, Ran El-Yaniv

We present a novel online ensemble learning strategy for portfolio selection. The new strategy controls and exploits any set of commission-oblivious portfolio selection algorithms.…