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Towards Efficient Data Valuation Based on the Shapley Value

Feb 27, 2019
Ruoxi Jia, David Dao, Boxin Wang, Frances Ann Hubis, Nick Hynes, Nezihe Merve Gurel, Bo Li, Ce Zhang, Dawn Song, Costas Spanos

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One Bit Matters: Understanding Adversarial Examples as the Abuse of Redundancy

Oct 23, 2018
Jingkang Wang, Ruoxi Jia, Gerald Friedland, Bo Li, Costas Spanos

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A Deep Learning and Gamification Approach to Energy Conservation at Nanyang Technological University

Sep 25, 2018
Ioannis C. Konstantakopoulos, Andrew R. Barkan, Shiying He, Tanya Veeravalli, Huihan Liu, Costas Spanos

* 16 double pages, shorter version submitted to Applied Energy Journal 

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Inverse Reinforcement Learning via Deep Gaussian Process

May 04, 2017
Ming Jin, Andreas Damianou, Pieter Abbeel, Costas Spanos

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