Regression (29)

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22:51

Sparse Inverse Gaussian Process Regression with Application to Climate Network D...

Kamalika Das

2012-06-27

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2957 Views

Lecture
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18:31

k-NN Regression Adapts to Local Intrinsic Dimension

Samory Kpotufe

2012-01-25

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5505 Views

Lecture
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18:48

High-dimensional regression with noisy and missing data: Provable guarantees wit...

Po-Ling Loh

2012-01-25

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6783 Views

Lecture
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17:02

Continuous-Time Regression Models for Longitudinal Networks

Arthur Asuncion

2012-01-25

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3854 Views

Lecture
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32:59

Efficient Regression for Computational Photography: from Color Management to Omn...

Maya Gupta

2012-01-23

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4095 Views

Invited Talk
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21:38

Network Regression with Predictive Clustering Trees

Michelangelo Ceci,

Daniela Stojanova

2011-11-30

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3324 Views

Lecture
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17:27

Constrained Logistic Regression for Discriminative Pattern Mining

Samir Al-Stouhi

2011-11-29

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2993 Views

Lecture
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22:02

Optimal aggregation of affine estimators

Joseph Salmon

2011-08-02

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3023 Views

Lecture
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21:08

Sparsity regret bounds for individual sequences in online linear regression

Sébastien Gerchinovitz

2011-08-02

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3365 Views

Lecture
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03:42

Exact learning curves for Gaussian process regression on large random graphs

Matthew Urry

2011-03-25

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3276 Views

Demonstration
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03:40

Graph-Valued Regression

Xi Chen

2011-03-25

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3284 Views

Demonstration
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02:53

A Family of Penalty Functions for Structured Sparsity

Jean Morales

2011-03-25

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2987 Views

Demonstration
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04:39

The Learning Behind the Gmail Priority Inbox

Douglas Aberdeen

2011-01-13

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5591 Views

Poster
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22:12

Fast global convergence rates of gradient methods for high-dimensional statistic...

Alekh Agarwal

2011-01-12

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4425 Views

Lecture
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18:33

A Dirty Model for Multi-task Learning

Ali Jalali

2011-01-12

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6329 Views

Lecture
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19:14

IntervalRank - Isotonic Regression with Listwise and Pairwise Constraints

Taesup Moon

2010-10-12

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3936 Views

Lecture
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19:40

Multi-Label Prediction via Compressed Sensing

Daniel Hsu

2010-01-19

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5239 Views

Lecture
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22:25

MedLDA: Maximum Margin Supervised Topic Models for Regression and Classification

Jun Zhu

2009-08-26

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4150 Views

Lecture
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31:05

The prediction error in functional regression

Alois Kneip

2008-12-18

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4824 Views

Lecture
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38:05

Consistency of random forests and other averaging classifiers

Gérard Biau

2008-12-18

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7805 Views

Lecture