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Using Machine Teaching to Identify Optimal Training-Set Attacks on Machine Learners.

, and . AAAI, page 2871-2877. AAAI Press, (2015)

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Metric Learning for Estimating Psychological Similarities., , and . ACM TIST, 3 (3): 55:1-55:22 (2012)Policy Teaching in Reinforcement Learning via Environment Poisoning Attacks., , , , and . CoRR, (2020)Corleone: hands-off crowdsourcing for entity matching., , , , , , and . SIGMOD Conference, page 601-612. ACM, (2014)Optimal Adversarial Attack on Autoregressive Models., and . CoRR, (2019)Semi-Supervised Learning.. Encyclopedia of Machine Learning, Springer, (2010)The Teaching Dimension of Linear Learners., , and . ICML, volume 48 of JMLR Workshop and Conference Proceedings, page 117-126. JMLR.org, (2016)Top Arm Identification in Multi-Armed Bandits with Batch Arm Pulls., , , and . AISTATS, volume 51 of JMLR Workshop and Conference Proceedings, page 139-148. JMLR.org, (2016)S2: An Efficient Graph Based Active Learning Algorithm with Application to Nonparametric Classification., , and . COLT, volume 40 of JMLR Workshop and Conference Proceedings, page 503-522. JMLR.org, (2015)Graph Kernels by Spectral Transforms., , , and . Semi-Supervised Learning, The MIT Press, (2006)A Framework for Incorporating General Domain Knowledge into Latent Dirichlet Allocation Using First-Order Logic., , , and . IJCAI, page 1171-1177. IJCAI/AAAI, (2011)