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JMLR
2011
101views more  JMLR 2011»
9 years 5 months ago
Learning to Rank Using an Ensemble of Lambda-Gradient Models
Christopher J. C. Burges, Krysta Marie Svore, Paul...
JMLR
2011
95views more  JMLR 2011»
9 years 5 months ago
Yahoo! Learning to Rank Challenge Overview
Olivier Chapelle, Yi Chang
JMLR
2011
156views more  JMLR 2011»
9 years 5 months ago
Web-Search Ranking with Initialized Gradient Boosted Regression Trees
Ananth Mohan, Zheng Chen, Kilian Q. Weinberger
JMLR
2011
93views more  JMLR 2011»
9 years 5 months ago
Time Series Analysis with the Causality Workbench
The Causality Workbench project is an environment to test causal discovery algorithms. Via a web portal (http://clopinet.com/causality), it provides a number of resources, includi...
Isabelle Guyon, Alexander Satnikov, Constantin F. ...
JMLR
2011
187views more  JMLR 2011»
9 years 5 months ago
Robust Statistics for Describing Causality in Multivariate Time Series
A widely agreed upon definition of time series causality inference, established in the seminal 1969 article of Clive Granger (1969), is based on the relative ability of the histor...
Florin Popescu
JMLR
2011
175views more  JMLR 2011»
9 years 5 months ago
Causal Time Series Analysis of Functional Magnetic Resonance Imaging Data
This review focuses on dynamic causal analysis of functional magnetic resonance (fMRI) data to infer brain connectivity from a time series analysis and dynamical systems perspecti...
Alard Roebroeck, Anil K. Seth, Pedro A. Valdes-Sos...
JMLR
2011
142views more  JMLR 2011»
9 years 5 months ago
Causal Search in Structural Vector Autoregressive Models
This paper reviews a class of methods to perform causal inference in the framework of a structural vector autoregressive model. We consider three different settings. In the first ...
Alessio Moneta, Nadine Chlass, Doris Entner, Patri...
JMLR
2011
188views more  JMLR 2011»
9 years 5 months ago
Linking Granger Causality and the Pearl Causal Model with Settable Systems
The causal notions embodied in the concept of Granger causality have been argued to belong to a different category than those of Judea Pearl’s Causal Model, and so far their re...
Halbert White, Karim Chalak, Xun Lu
JMLR
2011
167views more  JMLR 2011»
9 years 5 months ago
Logistic Stick-Breaking Process
A logistic stick-breaking process (LSBP) is proposed for non-parametric clustering of general spatially- or temporally-dependent data, imposing the belief that proximate data are ...
Lu Ren, Lan Du, Lawrence Carin, David B. Dunson
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