PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Isabelle Guyon

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Number of EPrints submitted by this user: 27

Design and Analysis of the Causation and Prediction Challenge
Isabelle Guyon, Constantin Aliferis, Greg Cooper, Andre Elisseeff, Jean-Philippe Pellet, Peter Spirtes and Alexander Statnikov
In: WCCI 2008 causality workshop, 3-4 June 2008, Hong-Kong, China.

Datasets of the Causation and Prediction Challenge
Isabelle Guyon, Constantin Aliferis, Greg Cooper, Andre Elisseeff, Jean-Philippe Pellet, Peter Spirtes and Alexander Statnikov
(2008) Technical Report. Clopinet, Berkeley, California, USA.

Causality: Objectives and Assessment
Isabelle Guyon, Dominik Janzing and Bernhard Schölkopf
JMLR W&CP Volume 6, pp. 1-38, 2010.

Analysis of the KDD Cup 2009: Fast Scoring on a Large Orange Customer Database
Isabelle Guyon, Vincent Lemaire, Marc Boullé, Gideon Dror and David Vogel
JMLR W&CP Volume 7, pp. 1-22, 2009.

A practical guide to model selection
Isabelle Guyon
In: Proceedings of the machine learning summer school Springer Text in Statistics . (2009) Springer .

Causality Workbench
Isabelle Guyon, Constantin Aliferis, Gregory Cooper, André Eisseeff, Jean-Philippe Pellet, Peter Spirtes and Alexander Statnikov
In: Causality in the Sciences (2011) Oxford University Press , Oxford . ISBN 978-0-19-957413-1

Model Selection: Beyond the Bayesian/Frequentist Divide
Isabelle Guyon, Amir Saffari, Gideon Dror and Gavin Cawley
JMLR Volume 11, pp. 61-87, 2010.

Development Projects for the Causality Workbench
Isabelle Guyon, Jean-Philippe Pellet and Alexander Statnikov
In: AAAI Spring symposium on AI for development, 23-24 Mar 2010, Stanford, California, USA.

The Causality Workbench Virtual Lab
Isabelle Guyon, Constantin Aliferis, Gregory Cooper, André Eisseeff, Olivier Guyon, Jean-Philippe Pellet, Peter Spirtes and Alexander Statnikov
(2009) Clopinet, Berkeley, CA.

A Four-Gene Expression Signature for Prostate Cancer Cells Consisting of UAP1, PDLIM5, IMPDH2, and HSPD1
Isabelle Guyon, Herb Fritsche, Paul Choppa, Li-Ying Yang and Stephen Barnhill
UroToday Int J. Volume 2, Number 4, 2009. ISSN 1944-5784

Time Series Analysis with the Causality Workbench
Isabelle Guyon, Alexander Statnikov and Constantin Aliferis
In: NIPS 2010 mini-symposium on causality in time series, 10 Dec 2009, Vancouver, Canada.

Results of the Active Learning Challenge
Isabelle Guyon, Gavin Cawley, Gideon Dror and Vincent Lemaire
In: Active Learning and Experimental Design Workshop (in conjunction with AISTATS 2010), 16 May, 2010, Sardinia, Italy.

Design and Analysis of the WCCI 2010 Active Learning Challenge
Isabelle Guyon, Gavin Cawley, Gideon Dror and Vincent Lemaire
In: WCCI 2010 special session on Active and Autonomous Learning, 19-23 Jul 2010, Barcelona, Spain.

Causation and Prediction Challenge
Isabelle Guyon, Constantin Aliferis, Greg Cooper, Andre Elisseeff, Jean-Philippe Pellet, Peter Spirtes and Alexander Statnikov, ed. (2010) Challenges in Machine Learning , Volume 2 . Microtome Publishing , Brookline, Massachusetts, USA . ISBN 978-0-9719777-2-3

Datasets of the Active Learning Challenge
Isabelle Guyon
(2011) Unpublished, Berkeley, California.

Implementation of the Active Learning Challenge in the Causality Workbench Virtual Lab
Isabelle Guyon
(2011) Unpublished, Berkeley, California.

Analysis of the IJCNN 2011 UTL challenge
Isabelle Guyon, Gideon Dror, Vincent Lemaire, Danny Silver, Graham Taylor and David Aha
Neural Networks 2012.

Hands-on Pattern Recognition: Challenges in Machine Learning, volume 1
Isabelle Guyon, Gavin Cawley, Gideon Dror and Amir Saffari, ed. (2011) Challenges in Machine Learning , Volume 1 . Microtome Publishing , Brookline, MA . ISBN 978-0-9719777-1-6

Causation and Prediction Challenge: Challenges in Machine Learning, volume 2
Isabelle Guyon, Constantin Aliferis, Gregory Cooper, André Elisseeff, Jean-Philippe Pellet, Peter Spirtes and Alexander Statnikov, ed. (2011) Challenges in Machine Learning , Volume 2 . Microtome Publishing , Brookline, MA . ISBN 978-0-9719777-2-3

The 2009 Knowledge Discovery and Data Mining Competition (KDD Cup 2009)
Gideon Dror, Marc Boullé, Isabelle Guyon, Vincent Lemaire and David Vogel, ed. (2011) Challenges in Machine Learning , Volume 3 . Microtome Publishing , Brookline, MA . ISBN 978-0-9719777-3-0

Datasets of the Unsupervised and Transfer Learning Challenge
Isabelle Guyon
(2011) Technical Report. Clopinet, California.

ChaLearn gesture challenge: Design and first results
Isabelle Guyon, Vassilis Athitsos, Pat Jangyodsuk, Ben Hamner and Hugo Jair Escalante
In: CVPR 2012, 16-21 Jun 2012, Providence, Rhode Island.

Results and Analysis of the ChaLearn Gesture Challenge 2012
Isabelle Guyon, Vassilis Athitsos, Pat Jangyodsuk, Hugo Jair Escalante and Ben Hamner
In: ICPR2012, 11-15 Nov, 2012, Tsukuba, Japan.

Unsupervised and transfer learning challenge
Isabelle Guyon, Gideon Dror, Vincent Lemaire, Graham Taylor and David Aha
In: IJCNN 2011, 31 Jul - 5 Aug, 2011, San Jose, California, USA.

ICML2011 Unsupervised and Transfer Learning Workshop
Daniel Silver, Isabelle Guyon, Graham Taylor, Vincent Lemaire and Gideon Dror
Journal of Machine Learning Research Workshop and Conference Proceedings Volume 27, pp. 1-16, 2012.

Clustering: Science or Art?
Ulrike v. Luxburg, Bob Williamson and Isabelle Guyon
Journal of Machine Learning Research Workshop and Conference Proceedings Volume 27, pp. 65-80, 2012.

The ChaLearn Gesture Dataset (CGD 2011)
Isabelle Guyon, Vassilis Athitsos, Pat Jangyodsuk and Hugo Jair Escalante
Machine Vision and Applications 2013.