Mikhail Bilenko

According to our database, Mikhail Bilenko authored at least 26 papers between 2003 and 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2019

Machine Learning at Microsoft with ML .NET.

Zeeshan Ahmed, Saeed Amizadeh, Mikhail Bilenko, Rogan Carr, Wei-Sheng Chin, Yael Dekel, Xavier Dupré, Vadim Eksarevskiy, Eric Erhardt, Costin Eseanu, Senja Filipi, Tom Finley, Abhishek Goswami, Monte Hoover, Scott Inglis, Matteo Interlandi, Shon Katzenberger, Najeeb Kazmi, Gleb Krivosheev, Pete Luferenko, Ivan Matantsev, Sergiy Matusevych, Shahab Moradi, Gani Nazirov, Justin Ormont, Gal Oshri, Artidoro Pagnoni, Jignesh Parmar, Prabhat Roy, Sarthak Shah, Mohammad Zeeshan Siddiqui, Markus Weimer, Shauheen Zahirazami, Yiwen Zhu

CoRR, 2019

Machine Learning at Microsoft with ML.NET.

Zeeshan Ahmed, Saeed Amizadeh, Mikhail Bilenko, Rogan Carr, Wei-Sheng Chin, Yael Dekel, Xavier Dupré, Vadim Eksarevskiy, Senja Filipi, Tom Finley, Abhishek Goswami, Monte Hoover, Scott Inglis, Matteo Interlandi, Najeeb Kazmi, Gleb Krivosheev, Pete Luferenko, Ivan Matantsev, Sergiy Matusevych, Shahab Moradi, Gani Nazirov, Justin Ormont, Gal Oshri, Artidoro Pagnoni, Jignesh Parmar, Prabhat Roy, Mohammad Zeeshan Siddiqui, Markus Weimer, Shauheen Zahirazami, Yiwen Zhu

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

2017

Selection of Negative Samples for One-class Matrix Factorization.

Hsiang-Fu Yu, Mikhail Bilenko, Chih-Jen Lin

Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

2016

Time Adaptive Sketches (Ada-Sketches) for Summarizing Data Streams.

Anshumali Shrivastava, Arnd Christian König, Mikhail Bilenko

Proceedings of the 2016 International Conference on Management of Data, 2016

2015

Scaling Up Stochastic Dual Coordinate Ascent.

Kenneth Tran, Saghar Hosseini, Lin Xiao, Thomas Finley, Mikhail Bilenko

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

2014

Crypto-Nets: Neural Networks over Encrypted Data.

Pengtao Xie, Misha Bilenko, Tom Finley, Ran Gilad-Bachrach, Kristin E. Lauter, Michael Naehrig

CoRR, 2014

2013

Lazy Paired Hyper-Parameter Tuning.

Alice X. Zheng, Mikhail Bilenko

Proceedings of the IJCAI 2013, 2013

2012

Fast Prediction of New Feature Utility.

Hoyt A. Koepke, Mikhail Bilenko

Proceedings of the 29th International Conference on Machine Learning, 2012

2011

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, 2011

2009

Information retrieval and advertising.

Mikhail Bilenko, Evgeniy Gabrilovich, Matthew Richardson, Yi Zhang

SIGIR Forum, 2009

Catching the drift: learning broad matches from clickthrough data.

Sonal Gupta, Mikhail Bilenko, Matthew Richardson

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Tutorial summary: Machine learning in IR: recent successes and new opportunities.

Paul N. Bennett, Misha Bilenko, Kevyn Collins-Thompson

Proceedings of the 26th Annual International Conference on Machine Learning, 2009

2008

Leveraging popular destinations to enhance Web search interaction.

Ryen W. White, Mikhail Bilenko, Silviu Cucerzan

ACM Trans. Web, 2008

Mining the search trails of surfing crowds: identifying relevant websites from user activity.

Mikhail Bilenko, Ryen W. White

Proceedings of the 17th International Conference on World Wide Web, 2008

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, 2008

Talking the talk vs. walking the walk: salience of information needs in querying vs. browsing.

Mikhail Bilenko, Ryen W. White, Matthew Richardson, G. Craig Murray

Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

2007

Studying the use of popular destinations to enhance web search interaction.

Ryen W. White, Mikhail Bilenko, Silviu Cucerzan

Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

2006

Adaptive Blocking: Learning to Scale Up Record Linkage.

Mikhail Bilenko, Beena Kamath, Raymond J. Mooney

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Probabilistic Semi-Supervised Clustering with Constraints.

Sugato Basu, Mikhail Bilenko, Arindam Banerjee, Raymond J. Mooney

Proceedings of the Semi-Supervised Learning, 2006

2005

Adaptive Product Normalization: Using Online Learning for Record Linkage in Comparison Shopping.

Mikhail Bilenko, Sugato Basu, Mehran Sahami

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

2004

A probabilistic framework for semi-supervised clustering.

Sugato Basu, Mikhail Bilenko, Raymond J. Mooney

Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

Integrating constraints and metric learning in semi-supervised clustering.

Mikhail Bilenko, Sugato Basu, Raymond J. Mooney

Proceedings of the Machine Learning, 2004

Learnable Similarity Functions and their Applications to Clustering and Record Linkage.

Mikhail Bilenko

Proceedings of the Nineteenth National Conference on Artificial Intelligence, 2004

2003

Adaptive Name Matching in Information Integration.

Mikhail Bilenko, Raymond J. Mooney, William W. Cohen, Pradeep Ravikumar, Stephen E. Fienberg

IEEE Intell. Syst., 2003

Adaptive duplicate detection using learnable string similarity measures.

Mikhail Bilenko, Raymond J. Mooney

Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

Employing Trainable String Similarity Metrics for Information Integration.

Mikhail Bilenko, Raymond J. Mooney

Proceedings of IJCAI-03 Workshop on Information Integration on the Web (IIWeb-03), 2003