Page: 39 of 50 35 36 37 38 39 40 41 42 43

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 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 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 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 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 Channel: VideoLectures Length: 0 Date: October 13, 2010

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 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 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 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 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 Channel: VideoLectures Length: 0 Date: October 13, 2010

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 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 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 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 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 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 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 Channel: VideoLectures Length: 0 Date: October 13, 2010

Page: 39 of 50 35 36 37 38 39 40 41 42 43