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Deep Molecular Programming: A Natural Implementation of Binary-Weight ReLU Neural Networks

Apr 21, 2020
Marko Vasic, Cameron Chalk, Sarfraz Khurshid, David Soloveichik

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A Study of the Learnability of Relational Properties (Model Counting Meets Machine Learning)

Dec 25, 2019
Muhammad Usman, Wenxi Wang, Kaiyuan Wang, Marko Vasic, Haris Vikalo, Sarfraz Khurshid

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MoËT: Interpretable and Verifiable Reinforcement Learning via Mixture of Expert Trees

Jun 16, 2019
Marko Vasic, Andrija Petrovic, Kaiyuan Wang, Mladen Nikolic, Rishabh Singh, Sarfraz Khurshid

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Neural Program Repair by Jointly Learning to Localize and Repair

Apr 03, 2019
Marko Vasic, Aditya Kanade, Petros Maniatis, David Bieber, Rishabh Singh

* ICLR 2019 

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