pechyony's library 59 articles Export

	Learning convex combinations of continuously parametrized basic kernels [My Copy] COLT 2005 posted to learning_kernels by pechyony on 2005-06-29 10:23:51 as
	Stability and generalization [My Copy] J. Mach. Learn. Res., Vol. 2 (2002), pp. 499-526. by Olivier Bousquet, Andr&\#233; Elisseeff posted to stability by pechyony on 2005-06-26 10:05:36 as along with 3 people yaroslavvb olivierbousquet davidr
	How Many Clusters? An Information-Theoretic Perspective [My Copy] Neural Computation posted to information_theoretic_clustering by pechyony on 2005-05-01 10:26:26 as
	Text classification using string kernels [My Copy] JMLR posted to text_mining by pechyony on 2005-05-01 10:22:59 as
	Distribution word clusters vs. words for text categorization [My Copy] JMLR 2003 posted to information_theoretic_clustering text_mining by pechyony on 2005-05-01 09:04:50 as
	A divisible information-theoretic clustering algorithm for text classification [My Copy] JMLR 2003 posted to information_theoretic_clustering text_mining by pechyony on 2005-05-01 09:03:26 as
	Sublinear time approximation for clustering via random sampling [My Copy] ICALP 2004 posted to sublinear_time_clustering by pechyony on 2005-04-28 12:28:20 as
	Testing of Clustering [My Copy] SIAM J. Discr. Math. by S. D. Noga posted to sublinear_time_clustering by pechyony on 2005-04-18 00:56:52 as
	Sublinear Time Approximate Clustering [My Copy] SODA 2001 by D. O. Nina posted to sublinear_time_clustering by pechyony on 2005-04-18 00:51:57 as
	A Framework for Statistical Clustering with a Constant Time Approximation Algorithms for K-median Clustering [My Copy] COLT 2004 by Shai Ben-David posted to sublinear_time_clustering by pechyony on 2005-04-18 00:50:31 as
	A k-Median Algorithm with Running Time Independent of Data Size [My Copy] Machine Learning by L. O. Adam posted to sublinear_time_clustering by pechyony on 2005-04-18 00:48:11 as
	Kernel Design using Boosting [My Copy] NIPS 2002 posted to kernel_martix_learning by pechyony on 2005-04-09 12:15:30 as
	Bayesian Inference for Transductive Learning of Kernel Matrix Using the Tanner-Wong Data Augmentation Algorithm [My Copy] NIPS 2004 posted to kernel_martix_learning transductive_learning by pechyony on 2005-04-09 12:13:00 as
	On the Complexity of Learning the Kernel Matrix [My Copy] NIPS 2003 posted to kernel_martix_learning rademacher_compexity_bound by pechyony on 2005-04-09 12:10:16 as
	Learning the Kernel Matrix with Semidefinite Programming [My Copy] JMLR 2004 posted to kernel_martix_learning transductive_learning by pechyony on 2005-04-09 12:07:19 as
	Dimension Reduction in Text Classification with Support Vector Machines [My Copy] JMLR 2005 posted to feature_selection svm by pechyony on 2005-04-07 17:15:07 as
	A Modified Finite Newton Method for Fast Solution of Large Scale Linear SVMs [My Copy] JMLR 2005 posted to svm by pechyony on 2005-04-07 17:12:56 as
	Core Vector Machines: Fast SVM Training on Very Large Data Sets [My Copy] JMLR 2005 posted to svm by pechyony on 2005-04-07 17:11:11 as
	Using Unlabeled Data to Improve Text Classification [My Copy] (2001) by Kamal Nigam posted to semi-supervised_learning text_mining by pechyony on 2005-04-07 17:05:24 as along with 7 people jarek davidr MatMay buescher76 lyongu imrchen karlmicha
	Unlabeled data can degrade classification performance of generative classifiers [My Copy] In Fifteenth International Florida Artificial Intelligence Society Conference (2002), pp. 327-331. by F. Cozman, I. Cohen posted to semi-supervised_learning by pechyony on 2005-04-07 17:02:51 as along with 1 person davidr
	A regularization framework for learning from graph data [My Copy] by D. Scholkopf posted to link_prediction transductive_learning by pechyony on 2005-03-21 09:15:15 as
	Statistical relational learning for link prediction [My Copy] by A. P. a. L. Popescul posted to link_prediction by pechyony on 2005-03-21 09:07:08 as along with 1 person eldaly
	Link prediction in relational data [My Copy] NIPS 2003 posted to link_prediction by pechyony on 2005-03-21 09:04:34 as
	The Link Prediction Problem for Social Networks [My Copy] by D. L. a. J. Liben-Nowell posted to link_prediction by pechyony on 2005-03-21 08:30:51 as along with 2 people semantic01 ldietz
	Colalborative learning and predictive systems [My Copy] ICML 2001 posted to collaborative_filtering by pechyony on 2005-03-20 17:07:10 as
	An Empirical Analysis of Design Choices in Neighborhood-based Collaborative Filtering Algorithms [My Copy] posted to collaborative_filtering by pechyony on 2005-03-20 09:20:08 as
	Integrating Feature Information for Improving Accuracy of Collaborative Filtering [My Copy] posted to collaborative_filtering by pechyony on 2005-03-20 09:06:18 as
	A coollaborative filtering algorithm and evaluation metric that accurately model the user experience [My Copy] SIGIR 2004 posted to collaborative_filtering by pechyony on 2005-03-20 08:56:42 as
	Recommender systems using linear classifiers [My Copy] posted to collaborative_filtering by pechyony on 2005-03-02 09:23:16 as
	On the improtance of small coordinate projections [My Copy] JMLR posted to random_projections by pechyony on 2005-03-01 20:00:18 as
	Stability of randomized learning algorithms [My Copy] JMLR posted to stability by pechyony on 2005-03-01 19:55:26 as
	Transductive learning via spectral graph partitioning [My Copy] ICML 2003 posted to transductive_learning by pechyony on 2005-02-26 20:04:52 as along with 2 people ldietz scis0000001
	Transductive Learning via Model Selection [My Copy] NIPS 2004 posted to model_selection transductive_learning by pechyony on 2005-02-26 20:02:45 as
	Active learning using pre-clustering [My Copy] ICML 2004 In ICML '04: Twenty-first international conference on Machine learning (2004) by Hieu T. Nguyen, Arnold Smeulders posted to active_pool-based_learning clustering by pechyony on 2005-02-26 17:00:39 as along with 3 people and 1 group Mohan-S gangli ebrochu tulip
	Leveraging the margin more carefully [My Copy] ICML 2004 In ICML '04: Twenty-first international conference on Machine learning (2004) by Nir Krause, Yoram Singer posted to boosting by pechyony on 2005-02-26 16:48:33 as
	Estimating replicability of classifier learning experiments [My Copy] ICML 2004 In ICML '04: Twenty-first international conference on Machine learning (2004) by Remco R. Bouckaert posted to experiments by pechyony on 2005-02-26 16:46:24 as
	Active learning of label ranking functions [My Copy] ICML 2004 In ICML '04: Twenty-first international conference on Machine learning (2004) by Klaus Brinker posted to active_pool-based_learning by pechyony on 2005-02-26 16:43:22 as along with 2 people Mohan-S ebrochu
	Links between perceptrons, MLPs and SVMs [My Copy] ICML 2004 In ICML '04: Twenty-first international conference on Machine learning (2004) by Ronan Collobert, Samy Bengio posted to perceptron svm by pechyony on 2005-02-25 22:22:56 as
	Semi-supervised learning using randomized mincuts [My Copy] ICML 2004 In ICML '04: Twenty-first international conference on Machine learning (2004) by Avrim Blum, John Lafferty, Mugizi R. Rwebangira, Rajashekar Reddy posted to transductive_learning by pechyony on 2005-02-25 22:21:04 as along with 4 people tmmurali Redrobot student_t V
	Using mixture models for collaborative filtering [My Copy] STOC 2004 In STOC '04: Proceedings of the thirty-sixth annual ACM symposium on Theory of computing (2004), pp. 569-578. by Jon Kleinberg, Mark Sandler posted to collaborative_filtering by pechyony on 2005-02-25 22:10:06 as along with 7 people and 3 groups eustachediemert camster korakot adg davidr akrowne fukken Philosophy_of_Information dbk-lab Blog_and_Wiki_Research
	Learnability and Automatizability [My Copy] FOCS 2004 posted to decision_trees dnf hardness_of_learnability by pechyony on 2005-02-25 22:02:49 as
	A Simple Linear Time (1+∊)-Approximation Algorithm for k-Means Clustering in Any Dimensions [My Copy] FOCS 2004 posted to clustering by pechyony on 2005-02-25 17:15:53 as
	Co-Validation: Using Model Disagreement to Validate Classification Algorithms [My Copy] NIPS 2004 posted to active_pool-based_learning active_transductive_learning model_selection semi-supervised_learning by pechyony on 2005-02-25 15:41:22 as
	Kernel Projection Machine: a New Tool for Pattern Recognition [My Copy] NIPS 2004 posted to svm by pechyony on 2005-02-25 15:39:16 as
	A Method for Inferring Label Sampling Mechanisms in Semi-Supervised Learning [My Copy] NIPS 2004 posted to semi-supervised_learning by pechyony on 2005-02-25 15:30:19 as
	Maximum-Margin Matrix Factorization [My Copy] NIPS 2004 posted to collaborative_filtering by pechyony on 2005-02-25 15:28:29 as
	The Entire Regularization Path for the Support Vector Machine [My Copy] NIPS 2004 posted to svm by pechyony on 2005-02-25 15:26:16 as
	Semi-supervised learning on directed graphs [My Copy] NIPS 2004 posted to transductive_learning by pechyony on 2005-02-25 15:22:33 as
	On the Adaptive Properties of Decision Trees [My Copy] NIPS 2004 posted to decision_trees generalization_bounds by pechyony on 2005-02-25 15:21:34 as
	Semi-supervised Learning by Entropy Minimization [My Copy] NIPS 2004 posted to no-tag by pechyony on 2005-02-25 15:18:46 as

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transductive_learning	8
svm	8
semi-supervised_learning	7
collaborative_filtering	7
active_pool-based_learning	5
sublinear_time_clustering	5
kernel_martix_learning	4
link_prediction	4
text_mining	4
information_theoretic_clustering	3
clustering	2
model_selection	2
stability	2
decision_trees	2
generalization_bounds	2
feature_selection	2
learning_kernels	1
hardness_of_learnability	1
active_transductive_learning	1
boosting	1
selective_sampling	1
experiments	1
dnf	1
perceptron	1
rademacher_compexity_bound	1
random_projections	1

pechyony's library 59 articles Export

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