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Decision Tree and Instance-Based Learning for Label Ranking Channel: VideoLectures Length: 0 Date: October 11, 2010 The label ranking problem consists of learning a model that maps instances to total orders over a ?nite set of prede?ned labels. This paper introd...

Online Dictionary Learning for Sparse Coding Channel: VideoLectures Length: 0 Date: October 11, 2010 Sparse coding—that is, modelling data vectors as sparse linear combinations of basis elements—is widely used in machine learning, neuroscience, s...

Hadoop-ML: An Infrastructure for the Rapid Implementation of Parallel Reusable Analytics Channel: VideoLectures Length: 0 Date: October 11, 2010 Hadoop is an open-source implementation of Google’s Map-Reduce programming model. Over the past few years, it has evolved into a popular platform ...

Markov Chain Monte Carlo Methods Channel: VideoLectures Length: 2811 Date: October 11, 2010 0. A fundamental theorem of simulation 1. Markov chain basics 2. Slice sampling 3. Gibbs sampling 4. Metropolis-Hastings algorithms 5. Variable dim...

L´oeil absolu et le monde sans limite / The universal eye and a limitless world Channel: VideoLectures Length: 0 Date: October 11, 2010 L´oeil absolu et le monde sans limite Voir est une arme du pouvoir. Depuis la vidéosurveillance jusqu’aux balayages satellitaires de la planète, e...

Introduction to bioinformatics Channel: VideoLectures Length: 5081 Date: October 11, 2010 I will start by giving a general introduction into Bioinformatics, including basic biology, typical data types (sequences, structures, expression ...

Automatic Extraction of Human Activity Knowledge from Method-Describing Web Articles Channel: VideoLectures Length: 0 Date: October 11, 2010 Knowledge on daily human activities in various domains is invaluable for many customized user services that can benefit from context-awareness or a...

On Recent Trends in Extremely Large-Scale Convex Optimization Channel: VideoLectures Length: 0 Date: October 11, 2010 In the talk, we focus on algorithms for solving well-structured large-scale convex programs in the case where huge problem’s sizes prevent process...

Content Based Image Retrieval (CBIR) Channel: VideoLectures Length: 5036 Date: October 11, 2010 This course will give an overview of the main tasks and methods in the content based image retrieval (CBIR) field. Firstly we will address a questi...

Interview with Walter H. Lewin Channel: VideoLectures Length: 0 Date: October 11, 2010 Many of the Walter Lewin Lectures on Physics at MIT have been shown for over six years on UWTV in Seattle, reaching an audience of about four mill...

The Psychology of Social Media Channel: VideoLectures Length: 3512 Date: October 11, 2010 Every action taken on a social media platform is performed by a psychological being trying to satisfy some kind of psychological need-that is, ind...

Some Mathematical Tools for Machine Learning Channel: VideoLectures Length: 2836 Date: October 11, 2010 These are lectures on some fundamental mathematics underlying many approaches and algorithms in machine learning. They are not about particular lea...

27. Robots to the Rescue: Mixed-initiative human-robot teaming for disaster response Channel: VideoLectures Length: 0 Date: October 11, 2010 The humanoid robot Nexi and a team of robot helicopters are deployed in response to a simulated fire aboard a Navy ship. Working together with a re...

Lecture 14 - Ostinato Form in the Music of Purcell, Pachelbel, Elton John and Vitamin C Channel: VideoLectures Length: 0 Date: October 11, 2010 This lecture begins with a review of all the musical forms previously discussed in class: sonata-allegro, rondo, theme and variations, and fugue. ...

Personal Views on Leadership in the Times of Crisis and What CEEMAN Could Do About It Channel: VideoLectures Length: 0 Date: October 11, 2010

Logic, Automata & Games Channel: VideoLectures Length: 3963 Date: October 11, 2010 This course provides the students with fundamental notions of temporal logic, mu-calculus, two-player infinite games, alternating tree automata, a...

Lecture 4 - When Humans Were Scarce Channel: VideoLectures Length: 0 Date: October 11, 2010 Hunter-gatherer populations were much less dense than later agriculturalists. The variety of their food supply protected them from crop failures an...

Interview with Tim Berners Lee - inventor of the WWW Channel: VideoLectures Length: 0 Date: October 11, 2010 Sir Timothy John "Tim" Berners-Lee, - the inventor of the World Wide Web, - director of the World Wide Web Consortium (which oversees its continu...

Living with Catastrophic Terrorism: Can Science and Technology Make the U.S. Safer? Channel: VideoLectures Length: 0 Date: October 11, 2010 After the terrorists attack of September 11, three Academies-the National Academy of Sciences, the National Academy of Engineering, and the Instit...

Free Semantic Content: Using OpenCyc in Semantic Web Applications Channel: VideoLectures Length: 449 Date: October 11, 2010 OpenCyc will be more accessible and Semantic Web interoperability will be enhanced if users are able to access just the parts of OpenCyc they need....

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