Linear Models (30)
24:45
Efficient, data-based network inference using a linear programming approach
2012-10-23
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2926 Views
18:22
Modelling Genetic Variations with Fragmentation-Coagulation Processes
2012-01-25
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6451 Views
04:19
Sparse Linear Models Explain Phenotypic Variation and Predict Risk of Complex Di...
2012-01-23
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3941 Views
02:39
FaST linear mixed models for genome-wide association studies
2012-01-23
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4942 Views
24:28
Linear Discriminant Dimensionality Reduction
2011-11-30
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3801 Views
24:31
Distribution-Independent Evolvability of Linear Threshold Functions
2011-08-02
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3121 Views
18:24
Linear Complementarity for Regularized Policy Evaluation and Improvement
2011-01-12
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2560 Views
27:36
Convex structure learning in log-linear models beyond pairwise potentials
2010-06-03
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5943 Views
17:04
Parameter Learning Using Approximate MAP Inference
2010-01-19
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3986 Views
18:18
Active Set Algorithm for Structured Sparsity-Inducing Norm
2010-01-19
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5339 Views
14:23
Heteroscedastic Probabilistic Linear Discriminant Analysis with Semi-Supervised ...
2009-10-20
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4281 Views
20:54
Solution Stability in Linear Programming Relaxations: Graph Partitioning and Uns...
2009-08-26
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3563 Views
20:44
Partially Supervised Feature Selection with Regularized Linear Models
2009-08-26
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3638 Views
24:21
PAC-Bayesian Learning of Linear Classifiers
2009-08-26
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4126 Views
47:30
A Bahadur Type Representation of the Linear Support Vector Machine and its Relat...
2009-07-30
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4477 Views
29:54
Large-Margin Structured Prediction via Linear Programming
2009-07-01
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3569 Views
22:44
The GroupLASSO for Generalized Linear Models: Uniqueness of Solutions and Effici...
2008-08-29
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5284 Views
27:25
Closed-form Supervised Dimensionality Reduction with Generalized Linear Models
2008-08-29
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4725 Views
28:04
Efficiently Learning Linear-Linear Exponential Family Predictive Representations...
2008-08-12
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4563 Views
40:02
Approximation and Inference using Latent Variable Sparse Linear Models
2008-02-01
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4420 Views
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