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Learning theory
Results: 7211

#	Item
641	On Noise-Tolerant Learning of Sparse Parities and Related Problems Elena Grigorescu? , Lev Reyzin?? , and Santosh Vempala? ? ? School of Computer Science Georgia Institute of Technology 266 Ferst Drive, Atlanta GA 30332 Add to Reading List Source URL: www.levreyzin.com Language: English - Date: 2011-07-12 15:23:57 Analysis of algorithms Computational complexity theory Time complexity Parity problem Parity
642	A DAPTIVE S UBMODULAR M AXIMIZATION IN B ANDIT S ETTING V ICTOR G ABILLON , B RANISLAV K VETON , Z HENG W EN , B RIAN E RIKSSON , S. M UTHUKRISHNAN Our approach: Mimic the greedy policy π while learning P (Φ). Add to Reading List Source URL: victorgabillon.nfshost.com Language: English - Date: 2013-12-03 06:27:42 Mathematics Mathematical analysis Algebra Distribution Number theory operator Linear temporal logic
643	Shift-Pessimistic Active Learning Using Robust Bias-Aware Prediction Anqi Liu Lev Reyzin Brian D. Ziebart Add to Reading List Source URL: www.levreyzin.com Language: English - Date: 2014-11-21 20:49:00 Machine learning Statistics Learning Estimation theory Statistical theory M-estimators Supervised learning Generalization error Cross entropy Maximum likelihood estimation Regression analysis Loss function
644	An Empirical Evaluation of Thompson Sampling Lihong Li Yahoo! Research Santa Clara, CA Add to Reading List Source URL: papers.nips.cc Language: English - Date: 2014-02-24 03:34:34 Statistics Probability distributions Statistical inference Estimation theory Machine learning Stochastic optimization Bayesian inference Sampling Normal distribution Beta distribution Multi-armed bandit Confidence interval
645	arXiv:1110.0107v2 [cs.CV] 5 AprLearning to relate images: Mapping units, complex cells and simultaneous eigenspaces Roland Memisevic University of Frankfurt Add to Reading List Source URL: arxiv.org Language: English - Date: 2012-04-08 20:12:35 Machine learning Learning Artificial intelligence Estimation theory Computational neuroscience Computational statistics Dimension reduction Feature learning Mixture model Linear regression Autoencoder Gibbs sampling
646	JMLR: Workshop and Conference Proceedings 1: 1-16 KDD Cup 2010 Feature Engineering and Classifier Ensemble for KDD Cup 2010 Add to Reading List Source URL: pslcdatashop.org Language: English - Date: 2012-10-29 14:34:19 Statistics Machine learning Artificial intelligence Statistical classification Ensemble learning Regression analysis Estimation theory Linear classifier Support vector machine AdaBoost Logistic regression Netflix Prize
647	Singular Learning Theory Problems: Day 3 Shaowei Lin 23 May 2013 A B Add to Reading List Source URL: www1.i2r.a-star.edu.sg Language: English - Date: 2013-05-25 12:10:51
648	Two-Sided Bandits and the Dating Market Sanmay Das Center for Biological and Computational Learning and Computer Science and Artificial Intelligence Lab Massachusetts Institute of Technology Cambridge, MA 02139 Add to Reading List Source URL: faculty.chicagobooth.edu Language: English - Date: 2006-08-08 10:56:19 Matching Combinatorics Game theory Fellows of the Econometric Society Cooperative games Stable marriage problem CC Reinforcement learning Multi-armed bandit Alvin E. Roth Greedy algorithm Algorithm
649	Sparse Online Learning via Truncated Gradient: Appendix 1 Proof of Main Results In the setting of standard online learning, we are interested in sequential prediction problems where Add to Reading List Source URL: hunch.net Language: English - Date: 2009-01-11 09:13:57 Statistical theory Symbol Loss function
650	ACTIVE LEARNING: THEORY AND APPLICATIONS A DISSERTATION SUBMITTED TO THE DEPARTMENT OF COMPUTER SCIENCE AND THE COMMITTEE ON GRADUATE STUDIES OF STANFORD UNIVERSITY Add to Reading List Source URL: www.robotics.stanford.edu Language: English - Date: 2005-07-29 01:29:21

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