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Optimal Reverse Prediction: A Unified Perspective on Supervised,  Unsupervised and Semi-Supervised Learning Optimal Reverse Prediction: A Unified Perspective on Supervised, Unsupervised and Semi-Supervised Learning
Channel: VideoLectures
Length: 0
Date: October 13, 2010
raining principles for unsupervised learning are often derived from motivations that appear to be independent of supervised learning, causing a pr...
Novel Applications of Computational Biology in Infectious Disease Interventions Novel Applications of Computational Biology in Infectious Disease Interventions
Channel: VideoLectures
Length: 0
Date: October 13, 2010
Interventions in infectious diseases are increasingly relying on computational biology and genomic methods. Estimating changes in viral genetic div...
Named Entity Mining from Click-Through Data Using Weakly Supervised Latent Dirichlet Allocation Named Entity Mining from Click-Through Data Using Weakly Supervised Latent Dirichlet Allocation
Channel: VideoLectures
Length: 0
Date: October 13, 2010
This paper addresses Named Entity Mining (NEM), in which we mine knowledge about named entities such as movies, games, and books from a huge amoun...
Multi-View Dimensionality Reduction via Canonical Correlation Analysis Multi-View Dimensionality Reduction via Canonical Correlation Analysis
Channel: VideoLectures
Length: 0
Date: October 13, 2010
We analyze the multi-view regression problem where we have two views (X1,X2) of the input data and a real target variable Y of interest. In a semi-...
Lecture 28: The Graphics Contest Winners Lecture 28: The Graphics Contest Winners
Channel: VideoLectures
Length: 0
Date: October 13, 2010
So there’s two handouts today, the last two handouts except for the final exam which are a practice final and the solutions for the practice final...
Gait Representation Using Flow Fields Gait Representation Using Flow Fields
Channel: VideoLectures
Length: 0
Date: October 13, 2010
Graphical Models for HIV Vaccine Design Graphical Models for HIV Vaccine Design
Channel: VideoLectures
Length: 0
Date: October 13, 2010
I will discuss two applications of graphical models to HIV vaccine design. The first helps determine how strongly our immune system fights HIV. The...
Lecture 13 -  Hart Crane Lecture 13 - Hart Crane
Channel: VideoLectures
Length: 0
Date: October 13, 2010
The early poetry of Hart Crane is presented and analyzed. Crane’s self-characterization as a visionary, Romantic, and erotic poet, as well as the ...
Spectroscopy Spectroscopy
Channel: VideoLectures
Length: 0
Date: October 13, 2010
This week we are hosting Stan Terras, the representative of the Ranishw Company from the UK. He is an expert on the field of spectroscopy. He will...
Large Scale Learning with String Kernels Large Scale Learning with String Kernels
Channel: VideoLectures
Length: 0
Date: October 13, 2010
In applications of bioinformatics and text processing, such as splice site recognition and spam detection, large amounts of training sequences are...
Scanning the brain and probing the mind Scanning the brain and probing the mind
Channel: VideoLectures
Length: 0
Date: October 13, 2010
Functional neuroimaging offers insight into the working of human mind and brain. It is used to study how the brain function changes in different ne...
Trust building models and self-organizing systems / complexity theory Trust building models and self-organizing systems / complexity theory
Channel: VideoLectures
Length: 0
Date: October 13, 2010
Evolution of protein complexes and protein interaction networks Evolution of protein complexes and protein interaction networks
Channel: VideoLectures
Length: 0
Date: October 13, 2010
There is an abundance of data on protein interactions and protein complexes, both from conventional smallscale experiments collected over the de...
Wanderlust: Extracting Semantic Relations from Natural Language Text Using Dependency Grammar Patterns Wanderlust: Extracting Semantic Relations from Natural Language Text Using Dependency Grammar Patterns
Channel: VideoLectures
Length: 0
Date: October 13, 2010
A great share of applications in modern information technology can bene t from large coverage, machine accessible knowledge bases. However, the bi...
Dark Knowledge in Qualitative Reasoning: A Call to Arms Dark Knowledge in Qualitative Reasoning: A Call to Arms
Channel: VideoLectures
Length: 0
Date: October 13, 2010
While people do qualitative reasoning, there is ample evidence that they do not always do it well. Two current crises, human-induced climate chang...
Graphical Models for Structural Pattern Recognition Graphical Models for Structural Pattern Recognition
Channel: VideoLectures
Length: 3192
Date: October 13, 2010
In the "structural" paradigm for visual pattern recognition, or what some call "strong" pattern recognition, one is not satisfied with simply assi...
Embedded Methods Embedded Methods
Channel: VideoLectures
Length: 1629
Date: October 13, 2010
This course covers feature selection fundamentals and applications. The students will first be reminded of the basics of machine learning algorithm...
A Viewpoint-based Approach for Interaction Graph Analysis A Viewpoint-based Approach for Interaction Graph Analysis
Channel: VideoLectures
Length: 0
Date: October 13, 2010
Recent innovations have resulted in a plethora of social applications on the Web, such as blogs, social networks, and community photo and video sh...
Pattern Classification and Large Margin Classifiers Pattern Classification and Large Margin Classifiers
Channel: VideoLectures
Length: 4630
Date: October 13, 2010
These lectures will provide an introduction to the theory of pattern classification methods. They will focus on relationships between the minimax p...
Online learning for CAT applications Online learning for CAT applications
Channel: VideoLectures
Length: 0
Date: October 13, 2010
Page: 39 of 50Previous Page353637383940414243Next Page
 
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