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Foundations of Machine Learning Mehryar Mohri, Afshin Rostamizadeh, Ameet Talwalkar
Publisher: MIT Press

Jun 8, 2010 - Maria Florina Balcan (CS) has been awarded an NSF CAREER Award to develop theoretical foundations of machine learning and related areas. It also costs about three times (!) as much as Foundations . While I like Vidyasagar's Learning and Generalization , it's more oriented towards probability and control, and omits contemporary topics like support vector machines, boosting, ranking, and on-line learning. So in order to know more about the subject and eventually contribute to the subject, I decided to create the first ever Note by Note Cooking meetup in Paris. Feb 18, 2010 - WAFR 2014 : The Eleventh International Workshop on the Algorithmic Foundations of Robotics. Oct 31, 2010 - Neuroscientists are beginning to understand the brain mechanisms underlying learning and how shared brain systems for perception and action support social learning. Jul 13, 2013 - information retrieval, statistics/probability theory as well as other areas of Machine Learning (to get more theory). May 21, 2014 - Description: An up-to-date, self-contained introduction to a state-of-the-art machine learning approach, Ensemble Methods: Foundations and Algorithms shows how these accurate methods are used in real-world tasks. Jul 22, 2013 - As machine learning is a very vast area, we will target specifically the neural networks' aspect of machine learning. Jun 10, 2009 - On the Foundations of Physical Unclonable Functions. 6 days ago - This all looks like a typical machine learning problem. We encourage papers on fundamental algorithmic issues, such as complexity, completeness, machine learning, probabilistic reasoning, and new programming paradigms, to name a few. Feb 20, 2014 - Foundations of Machine Learning fills the need for a general textbook that also offers theoretical details and an emphasis on proofs. Feb 28, 2013 - Thursday, 28 February 2013 at 10:06. Aug 23, 2012 - Foundations of Machine Learning (Adaptive Computation and Machine Learning series). Sep 30, 2012 - The book Foundations most resembles is actually Kearns and Vazirani — which is even more computational, and, being from 1994, leaves two decades of active work out of the picture. Ulrich Rührmair and Category / Keywords: implementation / Physical Unclonable Functions, Foundations of Cryptography, Machine Learning. Jan 13, 2013 - Mehryar Mohri, Afshin Rostamizadeh , "Foundations of Machine Learning" 2012 | ISBN-10: 026201825X | PDF | 432 pages | 3,4 MB.