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Computational learning theory
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71	Advances in Computational Mathematics: 161–193  Springer 2006 Learning theory: stability is sufficient for generalization and necessary and sufficient for consistency of Add to Reading List Source URL: people.cs.uchicago.edu Language: English - Date: 2007-01-02 18:28:33
72	Learning and Explora/on in Automated Theorem Proving Moa Johansson Chalmers University of Technology Add to Reading List Source URL: www.ai4fm.org Language: English - Date: 2015-09-02 07:29:35 Logic Philosophy Abstraction Automated theorem proving Proof theory Computational complexity theory Proof assistants Theorem Mathematical proof Type theory Algorithm Proof
73	On the Virtue of Succinct Proofs: Amplifying Communication Complexity Hardness to Time-Space Trade-offs in Proof Complexity [Extended Abstract] Trinh Huynh Add to Reading List Source URL: www.complexity.ethz.ch Language: English - Date: 2012-03-28 07:53:42 Theoretical computer science Computational complexity theory Mathematics Automated theorem proving Logic in computer science Rules of inference Resolution Proof complexity Conflict-Driven Clause Learning Boolean algebra Exponential time hypothesis PP
74	Almost Optimal Exploration in Multi-Armed Bandits Zohar Karnin Yahoo! Labs, Haifa, Israel Tomer Koren† Technion—Israel Institute of Technology, Haifa, Israel Add to Reading List Source URL: jmlr.org Language: English - Date: 2013-08-14 01:36:43 Mathematics Computational complexity theory Mathematical analysis Machine learning Multi-armed bandit Stochastic optimization Algorithm Exponential time hypothesis Big O notation
75	DEVELOPING A SPEAKER IDENTIFICATION SYSTEM FOR THE DARPA RATS PROJECT Add to Reading List Source URL: www.fit.vutbr.cz Language: English - Date: 2013-06-11 09:39:26 Signal processing Computational linguistics Estimation theory Computing Statistics Electrical engineering Speech recognition Digital signal processing Voice activity detection Support vector machine Machine learning Linear prediction
76	Learning Theory John Shawe-Taylor Centre for Computational Statistics and Machine Learning University College London Add to Reading List Source URL: mlg.eng.cam.ac.uk Language: English - Date: 2009-09-02 09:54:00
77	Noise-Tolerant Learning, the Parity Problem, and the Statistical Query Model AVRIM BLUM, ADAM KALAI, AND HAL WASSERMAN Carnegie Mellon University, Pittsburgh, Pennsylvania Abstract. We describe a slightly subexponential Add to Reading List Source URL: research.microsoft.com Language: English - Date: 2011-03-02 19:24:24 Computational learning theory Machine learning Artificial intelligence Learning Probability distribution Theoretical computer science Probably approximately correct learning Statistical classification Error Tolerance Supervised learning
78	Alexander (Sasha) Rakhlin Department of Statistics, The Wharton School, University of Pennsylvania 465 Jon M. Huntsman Hall, Philadelphia, PAEmail: rakhlin at wharton.upenn.edu ACADEMIC APPOINTMENTS - Add to Reading List Source URL: www-stat.wharton.upenn.edu Language: English - Date: 2016-02-29 18:39:41 Machine learning Learning Cognition Neuroscience Cognitive science Computational neuroscience Stability Conference on Neural Information Processing Systems Empirical risk minimization Learning theory Statistical learning theory Game theory
79	Bayesian Learning via Stochastic Gradient Langevin Dynamics Add to Reading List Source URL: www.ics.uci.edu Language: English - Date: 2011-05-21 11:48:52 Computational statistics Stochastic optimization Statistical mechanics Estimation theory Markov chain Monte Carlo Langevin dynamics Stochastic approximation Metropolis–Hastings algorithm Mixture model Statistics Probability and statistics Monte Carlo methods
80	Development of Prediction Model for Linked Data based on the Decision Tree – for Track A, Task A1 Dongkyu Jeon and Wooju Kim Dept. of Information and Industrial Engineering, Yonsei University, Seoul, Korea jdkclub85@g Add to Reading List Source URL: ceur-ws.org Language: English - Date: 2014-08-11 02:56:00 Machine learning Computational statistics Database theory Data mining Decision tree learning Simple Knowledge Organization System Data model Decision tree Database schema Decision trees Data management Artificial intelligence

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