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Algorithmic learning theory
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1	Algorithmic Transparency via Quantitative Input Influence: Theory and Experiments with Learning Systems Anupam Datta Shayak Sen Add to Reading List Source URL: www.andrew.cmu.edu Language: English - Date: 2018-06-07 13:38:43
2	CS364A: Algorithmic Game Theory Lecture #20: Mixed Nash Equilibria and PPAD-Completeness∗ Tim Roughgarden† December 4, 2013 Today we continue our study of the limitations of learning dynamics and polynomial-time Add to Reading List Source URL: theory.stanford.edu - Date: 2016-08-30 19:10:08
3	CS364A: Algorithmic Game Theory Lecture #20: Mixed Nash Equilibria and PPAD-Completeness∗ Tim Roughgarden† December 4, 2013 Today we continue our study of the limitations of learning dynamics and polynomial-time Add to Reading List Source URL: theory.stanford.edu Language: English - Date: 2014-01-06 16:13:01 Computational complexity theory Theory of computation Complexity classes NP Clique problem Linear programming P Algorithm Time complexity Optimization problem Book:Graph Theory P versus NP problem
4	Grammatical Inference and Machine Learning Approaches to Post-Hoc LangSec Sheridan S. Curley Dr. Richard E. Harang Add to Reading List Source URL: spw16.langsec.org Language: English - Date: 2016-06-06 10:35:50 Formal languages Cognitive science Academia Cognition Language identification in the limit Grammar induction Recurrent neural network Algorithmic learning theory Context-free grammar Regular language Context-free language Formal grammar
5	Data Min Knowl Disc:169–214 DOIs10618x K RIMP: mining itemsets that compress Jilles Vreeken · Matthijs van Leeuwen · Arno Siebes Add to Reading List Source URL: eda.mmci.uni-saarland.de Language: English - Date: 2011-05-19 07:17:24 Algorithmic information theory Minimum description length Regular expression Data mining Apriori algorithm Bioinformatics Association rule learning
6	CS168: The Modern Algorithmic Toolbox Lecture #4: Dimensionality Reduction Tim Roughgarden & Gregory Valiant April 8, Add to Reading List Source URL: theory.stanford.edu Language: English - Date: 2016-06-04 09:49:43 Machine learning Random projection MinHash Nearest neighbor search K-nearest neighbors algorithm Dimensionality reduction Normal distribution Jaccard index Curse of dimensionality Standard deviation Nonlinear dimensionality reduction
7	Microsoft Word - Pelillo.doc Add to Reading List Source URL: svg.dmi.unict.it Language: English - Date: 2012-04-18 05:31:51 Formal sciences Cybernetics Algorithmic game theory Game theory Theory of computation Algorithmic Mathematical optimization Machine learning John von Neumann Theoretical computer science
8	解説：特集高次機能の学習と創発 —脳・ロボット・人間研究における新たな展開— Simple Algorithmic Theory of Subjective Beauty, Novelty, Surprise, Interestingness, Attention, Add to Reading List Source URL: people.idsia.ch Language: English - Date: 2009-04-20 08:02:05 Artificial intelligence Educational psychology Machine learning Robotics Attention deficit hyperactivity disorder Low-complexity art Creativity Artificial neural network Aesthetics Cognitive robotics Data compression Factorial code
9	Algorithmic Transparency via Quantitative Input Influence: Theory and Experiments with Learning Systems Anupam Datta Shayak Sen Add to Reading List Source URL: www.andrew.cmu.edu Language: English - Date: 2016-06-11 14:42:51 Statistics Mathematical analysis Statistical theory Probability Probability theory Regression analysis Probability distribution Expected value Conditional probability Random variable Joint probability distribution Errors and residuals
10	Rational Randomness: The role of sampling in an algorithmic account of preschooler’s causal learning Bonawitz, E., Gopnik, A., Denison, S., Griffiths, T. L. University of California, Berkeley; Berkeley, CA 94720 Add to Reading List Source URL: ccdlab.rutgers.edu Language: English Statistics Philosophy Logic Statistical inference Philosophy of science Statistical theory Reasoning Bayesian inference Statistical forecasting Bayesian network Bayesian statistics Inductive reasoning

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