Linear Models (30)

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Efficient, data-based network inference using a linear programming approach

Bettina Knapp

2012-10-23

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2927 Views

Lecture
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18:22

Modelling Genetic Variations with Fragmentation-Coagulation Processes

Yee Whye Teh

2012-01-25

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6451 Views

Lecture
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04:19

Sparse Linear Models Explain Phenotypic Variation and Predict Risk of Complex Di...

Gad Abraham

2012-01-23

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3941 Views

Poster
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02:39

FaST linear mixed models for genome-wide association studies

Christoph Lippert

2012-01-23

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4942 Views

Poster
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24:28

Linear Discriminant Dimensionality Reduction

Jiawei Han

2011-11-30

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3801 Views

Lecture
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24:31

Distribution-Independent Evolvability of Linear Threshold Functions

Vitaly Feldman

2011-08-02

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3121 Views

Lecture
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18:24

Linear Complementarity for Regularized Policy Evaluation and Improvement

Jeff Johns

2011-01-12

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2560 Views

Lecture
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27:36

Convex structure learning in log-linear models beyond pairwise potentials

Mark Schmidt

2010-06-03

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5943 Views

Lecture
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17:04

Parameter Learning Using Approximate MAP Inference

Pawan Kumar Mudigonda

2010-01-19

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3986 Views

Lecture
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18:18

Active Set Algorithm for Structured Sparsity-Inducing Norm

Rodolphe Jenatton

2010-01-19

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5339 Views

Lecture
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14:23

Heteroscedastic Probabilistic Linear Discriminant Analysis with Semi-Supervised ...

Yu Zhang

2009-10-20

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4281 Views

Lecture
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20:54

Solution Stability in Linear Programming Relaxations: Graph Partitioning and Uns...

Sebastian Nowozin

2009-08-26

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3563 Views

Lecture
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20:44

Partially Supervised Feature Selection with Regularized Linear Models

Thibault Helleputte

2009-08-26

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3639 Views

Lecture
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24:21

PAC-Bayesian Learning of Linear Classifiers

Mario Marchand

2009-08-26

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4126 Views

Lecture
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47:30

A Bahadur Type Representation of the Linear Support Vector Machine and its Relat...

Yoonkyung Lee

2009-07-30

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4477 Views

Lecture
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29:54

Large-Margin Structured Prediction via Linear Programming

Zhuoran Wang

2009-07-01

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3569 Views

Lecture
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22:44

The GroupLASSO for Generalized Linear Models: Uniqueness of Solutions and Effici...

Volker Roth

2008-08-29

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5284 Views

Lecture
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27:25

Closed-form Supervised Dimensionality Reduction with Generalized Linear Models

Irina Rish

2008-08-29

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4725 Views

Lecture
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28:04

Efficiently Learning Linear-Linear Exponential Family Predictive Representations...

Satinder Singh

2008-08-12

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4563 Views

Lecture
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40:02

Approximation and Inference using Latent Variable Sparse Linear Models

David P Wipf

2008-02-01

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4422 Views

Lecture