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Agnostic active learning.

, , и . ICML, том 148 из ACM International Conference Proceeding Series, стр. 65-72. ACM, (2006)

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Lauren Langford

Jürg Kuster-Langford

Michael Stephen Alexander Langford

Hans John

Erik Østvand Johnsen

 

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A comparison of tight generalization error bounds., и . ICML, том 119 из ACM International Conference Proceeding Series, стр. 409-416. ACM, (2005)Exploration scavenging., , и . ICML, том 307 из ACM International Conference Proceeding Series, стр. 528-535. ACM, (2008)Microchoice Bounds and Self Bounding Learning Algorithms., и . COLT, стр. 209-214. ACM, (1999)Sensitive Error Correcting Output Codes., и . COLT, том 3559 из Lecture Notes in Computer Science, стр. 158-172. Springer, (2005)The Cross Validation Problem.. COLT, том 3559 из Lecture Notes in Computer Science, стр. 687-688. Springer, (2005)Learning Performance of Prediction Markets with Kelly Bettors, , и . CoRR, (2012)Estimating Class Membership Probabilities using Classifier Learners., и . AISTATS, Society for Artificial Intelligence and Statistics, (2005)Efficient programmable learning to search., , и . CoRR, (2014)Normalized Online Learning., , и . CoRR, (2014)Learning Reductions That Really Work., , , и . Proc. IEEE, 104 (1): 136-147 (2016)