katja's learning [55 articles] Export

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	The Epoch-Greedy Algorithm for Contextual Multi-armed Bandits [My Copy] by John Langford, Tong Zhang posted to reinforcement_learning reinforcement learning bandit by katja on 2009-12-16 14:48:32 as
	Finite-time Analysis of the Multiarmed Bandit Problem [My Copy] Machine Learning, Vol. 47, No. 2. (1 May 2002), pp. 235-256. by Peter Auer, Nicolò Cesa-Bianchi, Paul Fischer posted to reinforcement_learning reinforcement learning bandit by katja on 2009-12-15 17:55:25 as along with 1 person and 1 group abrentnall QFRMC_ConsumerCredit
	Active exploration for learning rankings from clickthrough data [My Copy] In KDD '07: Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining (2007), pp. 570-579. by Filip Radlinski, Thorsten Joachims posted to reinforcement_learning reinforcement rank learning exploration by katja on 2009-12-15 13:54:06 as along with 4 people and 1 group vitalaswp4 billsus pprett avirr ilps
	Using confidence bounds for exploitation-exploration trade-offs [My Copy] J. Mach. Learn. Res., Vol. 3 (2003), pp. 397-422. by Peter Auer posted to reinforcement learning confidence bounds by katja on 2009-12-02 16:46:50 as along with 1 person bsilverthorn
	Fast learning of document ranking functions with the committee perceptron [My Copy] In WSDM '08: Proceedings of the international conference on Web search and web data mining (2008), pp. 55-64. by Jonathan L. Elsas, Vitor R. Carvalho, Jaime G. Carbonell posted to retrieval rank perceptron learning information committee by katja on 2009-11-26 16:27:54 as along with 1 group ilps
	Reinforcement Learning as Classification: Leveraging Modern Classifiers [My Copy] In Proceedings of the Twentieth International Conference on Machine Learning (ICML-2003) (2003) by Michail G. Lagoudakis, Ronald Parr posted to svm reinforcement learning by katja on 2009-11-26 13:45:02 as
	Learning to rank with partially-labeled data [My Copy] In SIGIR '08: Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval (2008), pp. 251-258. by Kevin Duh, Katrin Kirchhoff posted to semi-supervised retrieval rank partial learning information by katja on 2009-11-26 13:02:31 as along with 3 people jhe jccaicedo agulli
	Optimizing estimated loss reduction for active sampling in rank learning [My Copy] In ICML '08: Proceedings of the 25th international conference on Machine learning (2008), pp. 248-255. by Pinar Donmez, Jaime G. Carbonell posted to svm rank learning active by katja on 2009-11-26 12:39:32 as along with 1 person donghai
	Curious machines: active learning with structured instances [My Copy] (2008) by Burr Settles posted to machine learning active by katja on 2009-11-26 12:35:45 as along with 1 person eesruiz
	Active exploration for learning rankings from clickthrough data [My Copy] In KDD '07: Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining (2007), pp. 570-579. by Filip Radlinski, Thorsten Joachims posted to retrieval rank learning information active by katja on 2009-11-25 21:40:12 as along with 1 person and 1 group imrchen ilps
	Active Sampling for Rank Learning via Optimizing the Area under the ROC Curve [My Copy] Advances in Information Retrieval (2009), pp. 78-89. by Pinar Donmez, Jaime Carbonell posted to retrieval rank learning information active by katja on 2009-11-25 21:33:56 as along with 1 group ilps
	Document selection methodologies for efficient and effective learning-to-rank [My Copy] In SIGIR '09: Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval (2009), pp. 468-475. by Javed A. Aslam, Evangelos Kanoulas, Virgil Pavlu, Stefan Savev, Emine Yilmaz posted to retrieval rank ltr letor learning information by katja on 2009-11-24 14:06:32 as along with 1 group ilps
	Learning diverse rankings with multi-armed bandits [My Copy] In ICML '08: Proceedings of the 25th international conference on Machine learning (2008), pp. 784-791. by Filip Radlinski, Robert Kleinberg, Thorsten Joachims posted to rl retrieval reinforcement_learning reinforcement learning ir information diversity by katja on 2009-11-19 11:20:39 as along with 1 person and 1 group idlebrain ilps
	Interactively optimizing information retrieval systems as a dueling bandits problem [My Copy] In ICML '09: Proceedings of the 26th Annual International Conference on Machine Learning (2009), pp. 1201-1208. by Yisong Yue, Thorsten Joachims posted to rl retrieval reinforcement_learning reinforcement rank learning l2r ir information by katja on 2009-11-19 11:18:20 as along with 1 group ilps
	A unified learning paradigm for large-scale personalized information management [My Copy] Emerging Information Technology Conference, 2005. (16 August 2005), 4 pp.. by E. Y. Chang, S. C. H. Hop, Xinjing Wang, Wei-Ying Max, M. R. Lyu posted to ml machine learning by katja on 2009-11-16 10:02:56 as
	Active feedback in ad hoc information retrieval [My Copy] In SIGIR '05: Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval (2005), pp. 59-66. by Xuehua Shen, ChengXiang Zhai posted to retrieval learning information active_learning active by katja on 2009-10-01 11:09:10 as along with 2 people and 1 group pprett intrect ilps
	Support vector machine active learning for image retrieval [My Copy] In MULTIMEDIA '01: Proceedings of the ninth ACM international conference on Multimedia (2001), pp. 107-118. by Simon Tong, Edward Chang posted to retrieval learning information image active_learning active by katja on 2009-10-01 11:08:51 as along with 8 people and 1 group eddymier gyuli scis0000001 zoop KaraNagai mdifranc Mohan-S asterix77 ilps
	Active relevance feedback for difficult queries [My Copy] In CIKM '08: Proceeding of the 17th ACM conference on Information and knowledge management (2008), pp. 459-468. by Zuobing Xu, Ram Akella posted to retrieval learning information active_learning active by katja on 2009-10-01 11:08:36 as along with 4 people romeroandres katherinerozo abellogin ctl
	A bayesian logistic regression model for active relevance feedback [My Copy] In SIGIR '08: Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval (2008), pp. 227-234. by Zuobing Xu, Ram Akella posted to retrieval learning information active_learning active by katja on 2009-10-01 11:08:06 as along with 1 group ilps
	Incorporating Diversity and Density in Active Learning for Relevance Feedback [My Copy] Advances in Information Retrieval (2007), pp. 246-257. by Zuobing Xu, Ram Akella, Yi Zhang posted to retrieval learning information active_learning active by katja on 2009-10-01 11:06:55 as along with 3 people and 1 group romeroandres katherinerozo pprett ilps
	SoftRank: optimizing non-smooth rank metrics [My Copy] In WSDM '08: Proceedings of the international conference on Web search and web data mining (2008), pp. 77-86. by Michael Taylor, John Guiver, Stephen Robertson, Tom Minka posted to rank ltr list learning by katja on 2009-09-24 12:17:54 as along with 1 group ilps
	Combining labeled and unlabeled data with co-training [My Copy] In COLT' 98: Proceedings of the eleventh annual conference on Computational learning theory (1998), pp. 92-100. by Avrim Blum, Tom Mitchell posted to training ml machine learning classification by katja on 2009-09-18 15:20:30 as along with 11 people holopoj thefillm jhe bsilverthorn bfraser amargoli sids vlachmore jccaicedo sithmein eddymier
	An efficient boosting algorithm for combining preferences [My Copy] J. Mach. Learn. Res., Vol. 4 (2003), pp. 933-969. by Yoav Freund, Raj Iyer, Robert E. Schapire, Yoram Singer posted to to rank ltr learning by katja on 2009-09-17 12:16:17 as
	A reinforcement learning agent for personalized information filtering [My Copy] In IUI '00: Proceedings of the 5th international conference on Intelligent user interfaces (2000), pp. 248-251. by Young W. Seo, Byoung T. Zhang posted to user relevance_feedback relevance reinforcement_learning reinforcement learning ir information filtering by katja on 2009-09-04 15:15:46 as along with 1 person and 1 group anna_riccioni Adaptive-Web
	An active learning framework for content-based information retrieval [My Copy] Multimedia, IEEE Transactions on In Multimedia, IEEE Transactions on, Vol. 4, No. 2. (2002), pp. 260-268. by Cha Zhang, Tsuhan Chen posted to retrieval learning ir information active_learning active by katja on 2009-09-04 15:13:13 as along with 1 person katherinerozo
	Reliability of Cross-Validation for SVMs in High-Dimensional, Low Sample Size Scenarios [My Copy] Artificial Neural Networks - ICANN 2008 In ICANN '08: Proceedings of the 18th international conference on Artificial Neural Networks, Part I (2008), pp. 41-50. by Sascha Klement, Amir Madany Mamlouk, Thomas Martinetz posted to svm optimization ml machine learning by katja on 2009-09-04 14:11:24 as along with 1 group ilps
	Semi-supervised document retrieval [My Copy] Inf. Process. Manage., Vol. 45, No. 3. (May 2009), pp. 341-355. by Ming Li, Hang Li, Zhi H. Zhou posted to semi-supervised retrieval ranking model learning information by katja on 2009-09-04 11:12:39 as along with 1 group ilps
	Exploration scavenging [My Copy] In ICML '08: Proceedings of the 25th international conference on Machine learning (2008), pp. 528-535. by John Langford, Alexander Strehl, Jennifer Wortman posted to sequential retrieval problem optimization learning ir information decision by katja on 2009-08-24 14:15:56 as
	Global ranking by exploiting user clicks [My Copy] In SIGIR '09: Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval (2009), pp. 35-42. by Shihao Ji, Ke Zhou, Ciya Liao, et al.Zhaohui Zheng, Gui R. Xue, Olivier Chapelle, Gordon Sun, Hongyuan Zha posted to user_behavior user rank ltr learning by katja on 2009-08-21 10:36:54 as along with 1 person nliu82
	Technical Note: Naive Bayes for Regression [My Copy] Machine Learning, Vol. 41, No. 1. (1 October 2000), pp. 5-25. by Eibe Frank, Leonard Trigg, Geoffrey Holmes, Ian H. Witten posted to bayes learning nb regression by katja on 2009-06-11 15:10:14 as
	Feature selection for ranking [My Copy] In SIGIR '07: Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval (2007), pp. 407-414. by Xiubo Geng, Tie-Yan Liu, Tao Qin, Hang Li posted to feature learning ltr machine rank ranking selection by katja on 2009-06-04 21:32:13 as along with 4 people and 1 group sdvillal Phanix billsus pablomendes ilps
	Feature Selection for High-Dimensional Data: A Fast Correlation-Based Filter Solution [My Copy] In Proceedings of the Twentieth International Conference on Machine Learning (ICML-2003) (2003), pp. 856-863. by Lei Yu, Huan Liu posted to feature learning machine ml selection by katja on 2009-06-04 17:36:47 as
	Learning to Rank for Information Retrieval Using Genetic Programming [My Copy] In SIGIR 2007 workshop: Learning to Rank for Information Retrieval (July 2007) by Jen Y. Yeh, Jung Y. Lin, Hao R. Ke, Wei P. Yang edited by Thorsten Joachims, Hang Li, Tie Y. Liu, Chengxiang Zhai posted to algorithms and experimentation for function genetic information ir learning lr models performance programming rank ranking retrieval search storage to by katja on 2009-05-11 17:32:25 as
	Discriminative models for information retrieval [My Copy] In SIGIR '04: Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval (2004), pp. 64-71. by Ramesh Nallapati posted to learning lt rank by katja on 2009-05-11 17:15:34 as along with 3 people and 2 groups ejmeij rayzhang pprett LanguageModeling ilps
	A support vector method for optimizing average precision [My Copy] In SIGIR '07: Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval (2007), pp. 271-278. by Yisong Yue, Thomas Finley, Filip Radlinski, Thorsten Joachims posted to learning lr rank by katja on 2009-05-11 17:11:54 as along with 4 people msampson pprett agulli billsus
	Optimizing search engines using clickthrough data [My Copy] In KDD '02: Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining (2002), pp. 133-142. by Thorsten Joachims posted to analysis information learning log rank retrieval by katja on 2009-03-18 17:49:44 as along with 2 people codex ChaTo
	Input data for decision trees [My Copy] Expert Syst. Appl., Vol. 34, No. 2. (2008), pp. 1220-1226. by Selwyn Piramuthu posted to classification decision learning machine supervised tree by katja on 2009-02-18 11:13:48 as
	Query-level loss functions for information retrieval [My Copy] Inf. Process. Manage., Vol. 44, No. 2. (2008), pp. 838-855. by Tao Qin, Xu D. Zhang, Ming F. Tsai, De S. Wang, Tie Y. Liu, Hang Li posted to learning ltr machine ml rank ranking supervised by katja on 2009-02-12 09:40:31 as
	Directly optimizing evaluation measures in learning to rank [My Copy] In SIGIR '08: Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval (2008), pp. 107-114. by Jun Xu, Tie Y. Liu, Min Lu, Hang Li, Wei Y. Ma posted to learning ltr machine ml rank ranking supervised by katja on 2009-02-12 09:39:31 as along with 1 person pprett
	Predicting information seeker satisfaction in community question answering [My Copy] In SIGIR '08: Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval (2008), pp. 483-490. by Yandong Liu, Jiang Bian, Eugene Agichtein posted to answering classification feature learning machine question selection by katja on 2009-01-25 18:17:43 as along with 4 people ajuergens fukumori cmyi harperf
	A Comparative Study on Feature Selection in Text Categorization [My Copy] In ICML '97: Proceedings of the Fourteenth International Conference on Machine Learning (1997), pp. 412-420. by Yiming Yang, Jan O. Pedersen posted to feature learning machine selection by katja on 2009-01-25 01:28:41 as along with 8 people and 5 groups robert85 horeis caomo xiaoyan2006 adamcheng noa xiangang vlachmore Ubicomp LocationAwareComputing CompIntelligentSystems AI VT_DLRL
	Keyphrases extraction from Web document by the least squares support vector machine [My Copy] Web Intelligence, 2005. Proceedings. The 2005 IEEE/WIC/ACM International Conference on In Web Intelligence, 2005. Proceedings. The 2005 IEEE/WIC/ACM International Conference on (2005), pp. 293-296. by Jiabing Wang, Hong Peng posted to extraction keyphrase learning machine svm by katja on 2009-01-24 14:06:52 as
	Coherent keyphrase extraction via web mining [My Copy] In In Proceedings of IJCAI (2003), pp. 434-439. by Peter D. Turney posted to extraction keyphrase keyword learning supervised by katja on 2009-01-23 14:36:39 as
	Learning Algorithms for Keyphrase Extraction [My Copy] Information Retrieval, Vol. 2 (2000), pp. 303-336. by Peter D. Turney posted to extraction keyphrase keyword learning by katja on 2009-01-07 16:53:04 as
	Learning to link with wikipedia [My Copy] In CIKM '08: Proceeding of the 17th ACM conference on Information and knowledge management (2008), pp. 509-518. by David Milne, Ian H. Witten posted to learning link machine ml by katja on 2009-01-05 13:15:56 as along with 8 people and 1 group dbarashev carriecornelius jgronski lincolnt10 AlisonBabeu fiacobelli amirjadidi codex Wikipedia
	A theory of learning with similarity functions [My Copy] Machine Learning, Vol. 72, No. 1. (1 August 2008), pp. 89-112. by Maria-Florina Balcan, Avrim Blum, Nathan Srebro posted to kernel learning machine ml by katja on 2008-06-11 09:42:19 as along with 4 people and 1 group librain xuzhe83 AbnerCYH msampson LIBrain
	Discovering Significant Patterns [My Copy] Machine Learning, Vol. 68, No. 1. (4 July 2007), pp. 1-33. by Geoffrey Webb posted to learning machine by katja on 2008-02-04 16:37:47 as along with 5 people holopoj briordan zoop msampson markusd
	Machine Learning for User Modeling [My Copy] User Modeling and User-Adapted Interaction, Vol. 11, No. 1. (1 March 2001), pp. 19-29. by Geoffrey I. Webb, Michael J. Pazzani, Daniel Billsus posted to learning machine model modeling user by katja on 2007-09-27 17:41:12 as along with 4 people imrchen AlisonBabeu madders cpcreed
	Learning Collaborative Information Filters [My Copy] In ICML '98: Proceedings of the Fifteenth International Conference on Machine Learning (1998), pp. 46-54. by Daniel Billsus, Michael J. Pazzani posted to adaptive ah classification collaborative filtering hypermedia learning machine ml by katja on 2007-05-15 21:09:09 as along with 1 person and 3 groups imrchen social_navigation ilps ahat
	Adaptive information extraction [My Copy] ACM Comput. Surv., Vol. 38, No. 2. (2006), 4. by Jordi Turmo, Alicia Ageno, Neus Catal&\#224; posted to extraction ie information learning machine ml by katja on 2007-02-18 21:55:07 as along with 5 people and 3 groups dpdearing pwais jiria sajan lillejul social_navigation ilps ahat

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katja's learning [55 articles] Export

katja's tags