Linear Models (30)
22:44
The GroupLASSO for Generalized Linear Models: Uniqueness of Solutions and Effici...
Aug 29, 2008
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5292 views
01:06:14
Structured Linear Models
Feb 25, 2007
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7288 views
04:19
Sparse Linear Models Explain Phenotypic Variation and Predict Risk of Complex Di...
Jan 23, 2012
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3948 views
20:54
Solution Stability in Linear Programming Relaxations: Graph Partitioning and Uns...
Aug 26, 2009
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3574 views
23:16
Scalable Training of L1-regularized Log-linear Models
Jun 23, 2007
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7677 views
20:44
Partially Supervised Feature Selection with Regularized Linear Models
Aug 26, 2009
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3649 views
17:04
Parameter Learning Using Approximate MAP Inference
Jan 19, 2010
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3999 views
24:21
PAC-Bayesian Learning of Linear Classifiers
Aug 26, 2009
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4136 views
24:19
Multiplicative Updates for L1-Regularized Linear and Logistic Regression
Oct 8, 2007
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10059 views
18:22
Modelling Genetic Variations with Fragmentation-Coagulation Processes
Jan 25, 2012
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6466 views
24:28
Linear Discriminant Dimensionality Reduction
Nov 30, 2011
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3808 views
18:24
Linear Complementarity for Regularized Policy Evaluation and Improvement
Jan 12, 2011
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2568 views
29:54
Large-Margin Structured Prediction via Linear Programming
Jul 1, 2009
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3575 views
14:23
Heteroscedastic Probabilistic Linear Discriminant Analysis with Semi-Supervised ...
Oct 20, 2009
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4289 views
26:21
Fast optimization for L1 Regularization: Evaluation and Two New Approaches
Jan 30, 2008
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4776 views
02:39
FaST linear mixed models for genome-wide association studies
Jan 23, 2012
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4950 views
59:27
Exponential Families in Feature Space - Part 6
Feb 25, 2007
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4041 views
47:31
Exponential Families in Feature Space - Part 5
Feb 25, 2007
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4056 views
03:17:29
Exponential Families in Feature Space
Feb 25, 2007
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7672 views
01:39:03
Exponential Families in Feature Space
Feb 25, 2007
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4968 views
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