Learnable similarity functions and their application to record linkage and clustering

Mikhail Yuryevich Bilenko
The University of Texas at Austin

46
2006
Two Approaches to Handling Noisy Variation in Text Mining [C]

Nahm Un Yong , Bilenko Mikhail , J Mooney Raymond
Proceedings of the ICML-2002 Workshop on Text Learning 18 -27

2
2002
Raymond JMooney (2004).«Integrating Constraints and Metric Learning in Semi-Supervised Clustering»

Mikhail BILENKO , BASU Sugato
Proceedings of the 21th International Conference on Machine learning, ICML. ACM. San Francisco, CA, USA 11 -11

2
Probabilistic Semi-Supervised Clustering with Constraints

Mikhail Bilenko , Arindam Banerjee , Raymond J. Mooney , Sugato Basu
Semi-Supervised Learning 73 -102

62
2006
Employing Trainable String Similarity Metrics for Information Integration

Mikhail Bilenko , Raymond J. Mooney
IIWeb 67 -72

19
2003
Targeted, Not Tracked: Client-Side Solutions for Privacy-Friendly Behavioral Advertising

Mikhail Bilenko , Janice Tsai , Matthew Richardson
Social Science Research Network

18
2011
Selection of Negative Samples for One-class Matrix Factorization.

Mikhail Bilenko , Hsiang-Fu Yu , Chih-Jen Lin
siam international conference on data mining 363 -371

23
2017
Time Adaptive Sketches (Ada-Sketches) for Summarizing Data Streams

Anshumali Shrivastava , Arnd Christian Konig , Mikhail Bilenko
international conference on management of data 1417 -1432

26
2016
Predictive client-side profiles for personalized advertising

Mikhail Bilenko , Matthew Richardson
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '11 413 -421

54
2011
Adaptive Blocking: Learning to Scale Up Record Linkage

Mikhail Bilenko , Beena Kamath , Raymond Mooney
international conference on data mining 87 -96

209
2006
Adaptive duplicate detection using learnable string similarity measures

Mikhail Bilenko , Raymond J. Mooney
knowledge discovery and data mining 39 -48

1,330
2003
Leveraging popular destinations to enhance Web search interaction

Ryen W. White , Mikhail Bilenko , Silviu Cucerzan
ACM Transactions on the Web 2 ( 3) 1 -30

19
2008
Scaling Up Stochastic Dual Coordinate Ascent

Kenneth Tran , Saghar Hosseini , Lin Xiao , Thomas Finley
knowledge discovery and data mining 1185 -1194

18
2015
Studying the use of popular destinations to enhance web search interaction

Ryen W. White , Mikhail Bilenko , Silviu Cucerzan
international acm sigir conference on research and development in information retrieval 159 -166

198
2007
A probabilistic framework for semi-supervised clustering

Sugato Basu , Mikhail Bilenko , Raymond J. Mooney
knowledge discovery and data mining 59 -68

744
2004
Integrating constraints and metric learning in semi-supervised clustering

Mikhail Bilenko , Sugato Basu , Raymond J. Mooney
international conference on machine learning 11

729
2004
Machine Learning at Microsoft with ML.NET

Zeeshan Ahmed , Saeed Amizadeh , Mikhail Bilenko , Rogan Carr
knowledge discovery and data mining 2448 -2458

55
2019
Enhancing web search by promoting multiple search engine use

Ryen W. White , Matthew Richardson , Mikhail Bilenko , Allison P. Heath
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '08 43 -50

27
2008
Scaling Up Machine Learning: Parallel and Distributed Approaches

Ron Bekkerman , Mikhail Bilenko , John Langford ,
Smpte Journal

556
2012