Mikhail Bilenko

Publication Activity (10 Years)

Years Active: 2003-2019
Publications (10 Years): 5

Top Topics

Parameter Tuning

Machine Learning

Coordinate Ascent

Top Venues

Publications

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
Machine Learning at Microsoft with ML.NET. KDD (2019)
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
Machine Learning at Microsoft with ML .NET. CoRR (2019)
Hsiang-Fu Yu, Mikhail Bilenko, Chih-Jen Lin
Selection of Negative Samples for One-class Matrix Factorization. SDM (2017)
Anshumali Shrivastava, Arnd Christian König, Mikhail Bilenko
Time Adaptive Sketches (Ada-Sketches) for Summarizing Data Streams. SIGMOD Conference (2016)
Kenneth Tran, Saghar Hosseini, Lin Xiao, Thomas Finley, Mikhail Bilenko
Scaling Up Stochastic Dual Coordinate Ascent. KDD (2015)
Alice X. Zheng, Mikhail Bilenko
Lazy Paired Hyper-Parameter Tuning. IJCAI (2013)
Hoyt A. Koepke, Mikhail Bilenko
Fast Prediction of New Feature Utility CoRR (2012)
Hoyt A. Koepke, Mikhail Bilenko
Fast Prediction of New Feature Utility. ICML (2012)
Mikhail Bilenko, Matthew Richardson
Predictive client-side profiles for personalized advertising. KDD (2011)
Mikhail Bilenko, Evgeniy Gabrilovich, Matthew Richardson, Yi Zhang
Information retrieval and advertising. SIGIR Forum 43 (2) (2009)
Sonal Gupta, Mikhail Bilenko, Matthew Richardson
Catching the drift: learning broad matches from clickthrough data. KDD (2009)
Ryen W. White, Matthew Richardson, Mikhail Bilenko, Allison P. Heath
Enhancing web search by promoting multiple search engine use. SIGIR (2008)
Mikhail Bilenko, Ryen W. White
Mining the search trails of surfing crowds: identifying relevant websites from user activity. WWW (2008)
Ryen W. White, Mikhail Bilenko, Silviu Cucerzan
Leveraging popular destinations to enhance Web search interaction. ACM Trans. Web 2 (3) (2008)
Mikhail Bilenko, Ryen W. White, Matthew Richardson, G. Craig Murray
Talking the talk vs. walking the walk: salience of information needs in querying vs. browsing. SIGIR (2008)
Ryen W. White, Mikhail Bilenko, Silviu Cucerzan
Studying the use of popular destinations to enhance web search interaction. SIGIR (2007)
Mikhail Bilenko, Beena Kamath, Raymond J. Mooney
Adaptive Blocking: Learning to Scale Up Record Linkage. ICDM (2006)
Mikhail Bilenko, Sugato Basu, Mehran Sahami
Adaptive Product Normalization: Using Online Learning for Record Linkage in Comparison Shopping. ICDM (2005)
Mikhail Bilenko, Sugato Basu, Raymond J. Mooney
Integrating constraints and metric learning in semi-supervised clustering. ICML (2004)
Mikhail Bilenko
Learnable Similarity Functions and their Applications to Clustering and Record Linkage. AAAI (2004)
Sugato Basu, Mikhail Bilenko, Raymond J. Mooney
A probabilistic framework for semi-supervised clustering. KDD (2004)
Mikhail Bilenko, Raymond J. Mooney
Employing Trainable String Similarity Metrics for Information Integration. IIWeb (2003)
Mikhail Bilenko, Raymond J. Mooney
Adaptive duplicate detection using learnable string similarity measures. KDD (2003)
Mikhail Bilenko, Raymond J. Mooney, William W. Cohen, Pradeep Ravikumar, Stephen E. Fienberg
Adaptive Name Matching in Information Integration. IEEE Intell. Syst. 18 (5) (2003)