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Introduction to Kernel Methods Channel: VideoLectures Length: 3827 Date: October 13, 2010 The course will cover the basics of Support Vector Machines and related kerne methods: 1. Kernels and Feature Spaces 2. Large Margin Classificatio...

Linguistic Semantics for Search Precision and Recall Improvement Channel: VideoLectures Length: 2480 Date: October 13, 2010 Modern search engines return non-relevant documents too often. The main reason - search engines use algorithms based on various statistical scores ...

Learning for Control from Multiple Demonstrations Channel: VideoLectures Length: 0 Date: October 13, 2010 We consider the problem of learning to follow a desired trajectory when given a small number of demonstrations from a sub-optimal expert. We presen...

Prize of the Foundation Mattei Dogan Lecture Channel: VideoLectures Length: 0 Date: October 13, 2010 The Prize of the Foundation Mattei Dogan awarded by the International Political Science Association for High Achievement in Political Science is of...

Introduction to Kernel Methods Channel: VideoLectures Length: 2732 Date: October 13, 2010 The course will cover the basics of Support Vector Machines and related kerne methods: 1. Kernels and Feature Spaces 2. Large Margin Classificatio...

Introduction to Kernel Methods Channel: VideoLectures Length: 3066 Date: October 13, 2010 The course will cover the basics of Support Vector Machines and related kerne methods: 1. Kernels and Feature Spaces 2. Large Margin Classificatio...

On Surrogate Loss Functions, f-Divergences and Decentralized Detection Channel: VideoLectures Length: 0 Date: October 13, 2010 In 1951, David Blackwell published a seminal paper - widely cited in economics - in which a link was established between the risk based on 0-1 los...

Practical Guide to Controlled Experiments on the Web: Listen to Your Customers not to the HiPPO Channel: VideoLectures Length: 0 Date: October 13, 2010 The web provides an unprecedented opportunity to evaluate ideas quickly using controlled experiments, also called randomized experiments (single-f...

Amazon Web Services Channel: VideoLectures Length: 0 Date: October 13, 2010 Amazon has spent over a decade and $2 billion building the infrastructure, technical knowledge, and operational excellence to operate a world clas...

Lecture 28: Similar Matrices and Jordan Form Channel: VideoLectures Length: 0 Date: October 13, 2010

Lecture 3 and 4: Hard-decision and Soft-decision Decoding Channel: VideoLectures Length: 4535 Date: October 13, 2010

Lecture 3 and 4: Hard-decision and Soft-decision Decoding Channel: VideoLectures Length: 4948 Date: October 13, 2010

Evolution of the Human Species Channel: VideoLectures Length: 0 Date: October 13, 2010 Eminent evolutionary biologist Christopher Wills takes you on an exploration of human evolutionary history and how it is derived from both the ge...

Lecture 10: Decomposition Applications Channel: VideoLectures Length: 0 Date: October 13, 2010 Today we’re gonna do – last time we finished up a bunch of abstract stuff about decomposition, but today we’re just going to look at two or a hand...

Unsupervised Learning for Stereo Vision Channel: VideoLectures Length: 0 Date: October 13, 2010 We consider the problem of learning to estimate depth from stereo image pairs. This can be formulated as unsupervised learning - the training pairs...

Lecture 5 - The Rise of the Polis (cont.) Channel: VideoLectures Length: 0 Date: October 13, 2010 In this lecture, Professor Donald Kagan tells the story of the emergence of the polis from the Dark Ages. He shows that by the time of the poet He...

Interview with Usama Fayyad Channel: VideoLectures Length: 0 Date: October 13, 2010 Dr. Usama Fayyad is Yahoo!'s Chief Data Officer and Executive Vice President, Research & Strategic Data Solutions. Dr. Usama Fayyad i...

Responses to Remixing on a Social Media Sharing Website Channel: VideoLectures Length: 0 Date: October 13, 2010 In this paper we describe the ways participants of the Scratch online community, primarily young people, engage in remixing of each others&#03...

Using Interior Point Methods for Optimization in Training Very Large Scale Support Vector Machines Channel: VideoLectures Length: 1624 Date: October 13, 2010 In this talk we shall discuss the issues of Interior Point Methods (IPMs) applied to solve optimization problems arising in the context of very lar...

Using Interior Point Methods for Optimization in Training Very Large Scale Support Vector Machines Channel: VideoLectures Length: 2441 Date: October 13, 2010 In this talk we shall discuss the issues of Interior Point Methods (IPMs) applied to solve optimization problems arising in the context of very lar...

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