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Where Mind and Matter Meet Channel: VideoLectures Length: 5699 Date: October 13, 2010 Recent advances in cellular science are heralding an important evolutionary turning point. For almost fifty years we have held the illusion that o...

Graphical Models for Speech Recognition: Articulatory and Audio-Visual Models Channel: VideoLectures Length: 0 Date: October 13, 2010 Since the 1980s, the main approach to automatic speech recognition has been using hidden Markov models (HMMs), in which each state corresponds to ...

Tutorial on Statistical Machine Learning with Applications to Multimodal Processing Channel: VideoLectures Length: 5566 Date: October 13, 2010

Tutorial on Statistical Machine Learning with Applications to Multimodal Processing Channel: VideoLectures Length: 4905 Date: October 13, 2010

Lecture 12 - Overlap and Atom-Pair Bonds Channel: VideoLectures Length: 0 Date: October 13, 2010 This lecture begins by applying the united-atom "plum-pudding" view of molecular orbitals, introduced in the previous lecture, to more complex mol...

Tagging with Queries: How and Why? Channel: VideoLectures Length: 0 Date: October 13, 2010 Web search queries capture the information need of search engine users. Search engines store these queries in their logs and analyze them to guide ...

Multiview Clustering via Canonical Correlation Analysis Channel: VideoLectures Length: 0 Date: October 13, 2010 Clustering algorithms such as k-means perform poorly when the data is highdimensional. A number of efficient clustering algorithms developed in rec...

Lecture 12 - Evolution, Emotion, and Reason: Emotions, Part II Channel: VideoLectures Length: 0 Date: October 13, 2010 Professor Bloom continues the discussion of emotions as useful evolutionary adaptations for dealing with our social environment. In particular, th...

Semantic Scene Segmentation using Random Multinomial Logit Channel: VideoLectures Length: 0 Date: October 13, 2010

Lecture 20 - The Peloponnesian War, Part II (cont.) Channel: VideoLectures Length: 0 Date: October 13, 2010 In this lecture, Professor Kagan examines Pericles as a general. First, he describes Pericles' strategy of war and then he evaluates this...

Learning with Dependencies between Several Response Variables Channel: VideoLectures Length: 3686 Date: October 13, 2010 We analyze situations where modeling several response variables for a given input improves the prediction accuracy for each individual response var...

A Novel Lexicalized HMM-Based Learning Framework for Web Opinion Mining Channel: VideoLectures Length: 0 Date: October 13, 2010 Merchants selling products on the Web often ask their customers to share their opinions and hands-on experiences on products they have purchased. ...

Self-taught Clustering Channel: VideoLectures Length: 0 Date: October 13, 2010 This paper focuses on a new clustering task, called self-taught clustering. Self-taught clustering is an instance of unsupervised transfer learnin...

Hands-on Natural Language Processing for Information Access Applications (NLPIAA) Channel: VideoLectures Length: 5093 Date: October 13, 2010 This course focus on the development of practical applications which involve the use of natural language technology. The course will introduce NLP ...

Hands-on Natural Language Processing for Information Access Applications (NLPIAA) Channel: VideoLectures Length: 4845 Date: October 13, 2010 This course focus on the development of practical applications which involve the use of natural language technology. The course will introduce NLP ...

Hands-on Natural Language Processing for Information Access Applications (NLPIAA) Channel: VideoLectures Length: 5599 Date: October 13, 2010 This course focus on the development of practical applications which involve the use of natural language technology. The course will introduce NLP ...

Hands-on Natural Language Processing for Information Access Applications (NLPIAA) Channel: VideoLectures Length: 5323 Date: October 13, 2010 This course focus on the development of practical applications which involve the use of natural language technology. The course will introduce NLP ...

Efficiently Learning the Accuracy of Labeling Sources for Selective Sampling Channel: VideoLectures Length: 0 Date: October 13, 2010 Many scalable data mining tasks rely on active learning to provide the most useful accurately labeled instances. However, what if there are multip...

The Regularization Frontier in Machine Learning Channel: VideoLectures Length: 1497 Date: October 13, 2010 Machine Learning algorithms often involve the joint optimization of several objective functions for achieving good generalization performance. Well...

Lecture 2: MIT Center for Advanced Visual Studies Lecture Series Channel: VideoLectures Length: 0 Date: October 13, 2010 Simon Starling is fascinated by the processes involved in transforming one object or substance into another. He makes objects, installations, and ...

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