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 -

Source URL: www-stat.wharton.upenn.edu

• 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

S:DERDEMYl 2014ds of Wisdomwpd

Source URL: teachingacademy.uga.edu

• Educational psychology
• Pedagogy
• Educational practices
• Philosophy of education
• Curricula
• Active learning
• Educational technology
• Cooperative learning
• Problem-based learning
• Learning environment
• Constructivist teaching methods
• Learning theory

Gaussian Process Temporal Difference Learning - Theory and Practice Yaakov Engel Collaborators: Shie Mannor, Ron Meir, Peter Szabo,

Source URL: www.grappa.univ-lille3.fr

Markov-optimal Sensing Policy for User State Estimation in Mobile Devices ∗ Yi Wang† , Bhaskar Krishnamachari† , Qing Zhao‡ , Murali Annavaram†

Source URL: ceng.usc.edu

• Markov models
• Markov processes
• Probability theory
• Probability
• Mathematical analysis
• Markov chain
• Markov decision process
• Hidden Markov model
• Reinforcement learning
• Markov property

Statistical Learning Theory in Reinforcement Learning & Approximate Dynamic Programming A. Lazaric & M. Ghavamzadeh (INRIA Lille – Team SequeL) ICML 2012 INRIA Lille – Team SequeL

Source URL: chercheurs.lille.inria.fr

Organology and Physiology of Learning Aspects of an Educational Theory of the Body Wolfgang Schad (English by A. R. Meuss, FIL, MTA.) Physiological aspects of young children’s drawings The scribbly drawings of young ch

Source URL: www.waldorfresearchinstitute.org

Learning Theory There are various models for Machine Learning. Today will shall describe one such formal model and a few of its variants. This model is called the Probably Approximately Correct (PAC ) learning model. Th

Source URL: www.eng.tau.ac.il

Statistical Machine Learning UoC Stats 37700, Winter quarter Lecture 5: statistical learning theory II: Vapnik-Chervonenkis theory.

Source URL: users.math.uni-potsdam.de

Moral Learning in the Open Society: The Theory and Practice of Natural Liberty Gerald Gaus and Shaun Nichols 1. LIBERTY AS A DEFAULT? Many liberal political philosophers have claimed that moral and political life rests

Source URL: gaus.biz

IEEE TRANSACTIONS ON INFORMATION THEORY, VOL. XX, NO. X, MONTH YEAR 1 Minimax Bounds for Active Learning Rui M. Castro, Robert D. Nowak, Senior Member, IEEE,

Source URL: nowak.ece.wisc.edu