Active learning - Revision history

Zeno Gantner at 17:18, 27 August 2011

2011-08-27T17:18:21Z

Rubens: /* Publication list */

2011-08-26T09:16:29Z

Publication list

Zeno Gantner at 12:25, 21 June 2011

2011-06-21T12:25:51Z

Zeno Gantner at 12:22, 21 June 2011

2011-06-21T12:22:24Z

Zeno Gantner: add paper about active learning and recsys

2011-06-20T14:41:03Z

add paper about active learning and recsys

Zeno Gantner: Created page with "'''Active learning''' is a learning task where the learner actively selects the instances for which it wants to know the target values. In the context of recommender systems,..."

2011-06-06T16:51:39Z

Created page with "'''Active learning''' is a learning task where the learner actively selects the instances for which it wants to know the target values. In the context of recommender systems,..."

New page

'''Active learning''' is a learning task where the learner actively selects the instances for which it wants to know the target values.
In the context of [[recommender systems]], an example would be the selection of a list of [[items]] that a [[user]] should rate in order to get improved recommendations.

== External links ==
* [[Wikipedia: Active learning (machine learning)]]

[[Category: Task]]

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 == Publication list ==
-* [http://ActiveIntelligence.org N. Rubens], D. Kaplan, M. Sugiyama. Recommender Systems Handbook: Active Learning in Recommender Systems (eds. F. Ricci, P.B. Kantor, L. Rokach,B. Shapira). Springer, 2011 [http://activeintelligence.org/wp-content/papercite-data/pdf/Rubens-Active-Learning-RecSysHB2010.pdf], [http://activeintelligence.org/research/al-rs/].
+* [http://ActiveIntelligence.org N. Rubens], D. Kaplan, M. Sugiyama. Recommender Systems Handbook: ''Active Learning in Recommender Systems'' (eds. F. Ricci, P.B. Kantor, L. Rokach,B. Shapira). Springer, 2011 [http://activeintelligence.org/wp-content/papercite-data/pdf/Rubens-Active-Learning-RecSysHB2010.pdf], [http://activeintelligence.org/research/al-rs/].
 * [http://domino.research.ibm.com/comm/research_people.nsf/pages/rish.index.html I. Rish] and G. Tesauro. ''[http://domino.research.ibm.com/comm/research_people.nsf/pages/rish.index.html/$FILE/ita07_Rish.pdf Active Collaborative Prediction with Maximum Margin Matrix Factorization]'', invited paper/talk at Information Theory and Applications (ITA) Workshop, San Diego, Feb 2007.
 * Nadav Golbandi, [[Yehuda Koren]], Ronny Lempel: ''[http://research.yahoo.com/pub/3502 Adaptive Bootstrapping of Recommender Systems Using Decision Trees]'', [[WSDM]] 2011.

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 == Publication list ==
 * [http://domino.research.ibm.com/comm/research_people.nsf/pages/rish.index.html I. Rish] and G. Tesauro. ''[http://domino.research.ibm.com/comm/research_people.nsf/pages/rish.index.html/$FILE/ita07_Rish.pdf Active Collaborative Prediction with Maximum Margin Matrix Factorization]'', invited paper/talk at Information Theory and Applications (ITA) Workshop, San Diego, Feb 2007.
 * Nadav Golbandi, [[Yehuda Koren]], Ronny Lempel: ''[http://research.yahoo.com/pub/3502 Adaptive Bootstrapping of Recommender Systems Using Decision Trees]'', [[WSDM]] 2011.

@@ Line 4: / Line 4: @@
 == Publication list ==
 * [http://domino.research.ibm.com/comm/research_people.nsf/pages/rish.index.html I. Rish] and G. Tesauro. ''[http://domino.research.ibm.com/comm/research_people.nsf/pages/rish.index.html/$FILE/ita07_Rish.pdf Active Collaborative Prediction with Maximum Margin Matrix Factorization]'', invited paper/talk at Information Theory and Applications (ITA) Workshop, San Diego, Feb 2007.
-* Nadav Golbandi, [[Yehuda Koren]], Ronny Lempel: ''[http://research.yahoo.com/pub/3502 Adaptive Bootstrapping of Recommender Systems Using Decision Trees]'', WSDM 2011.
+* Nadav Golbandi, [[Yehuda Koren]], Ronny Lempel: ''[http://research.yahoo.com/pub/3502 Adaptive Bootstrapping of Recommender Systems Using Decision Trees]'', [[WSDM]] 2011.
 == External links ==

@@ Line 4: / Line 4: @@
 == Publication list ==
 * [http://domino.research.ibm.com/comm/research_people.nsf/pages/rish.index.html I. Rish] and G. Tesauro. ''[http://domino.research.ibm.com/comm/research_people.nsf/pages/rish.index.html/$FILE/ita07_Rish.pdf Active Collaborative Prediction with Maximum Margin Matrix Factorization]'', invited paper/talk at Information Theory and Applications (ITA) Workshop, San Diego, Feb 2007.
 == External links ==

@@ Line 1: / Line 1: @@
 '''Active learning''' is a learning task where the learner actively selects the instances for which it wants to know the target values.
 In the context of [[recommender systems]], an example would be the selection of a list of [[items]] that a [[user]] should rate in order to get improved recommendations.
 == External links ==