Category: Publications

Our contribution to the NIPS LearningSys 2015 Workshop on Machine Leaning Systems by Damien Lefortier, Anthony Truchet and Maarten de Rijke is available online now: Damien Lefortier, Anthony Truchet, and Maarten de Rijke. Sources of variability in large-scale machine learning systems. In NIPS LearningSys 2015 Workshop on Machine Learning Systems, December 2015. Bibtex, PDF @inproceedings{lefortier-sources-2015,…

Our NIPS 2015 paper “Copeland Dueling Bandits” by Masrour Zoghi, Zohar Karnin, Shimon Whiteson and Maarten de Rijke is available online now: Masrour Zoghi, Shimon Whiteson, Zohar Karnin, and Maarten de Rijke. Copeland dueling bandits. In NIPS 2015, page 307–315, December 2015. Bibtex, PDF @inproceedings{zoghi-copeland-2015, author = {Zoghi, Masrour and Whiteson, Shimon and Karnin, Zohar…

One of our WSDM 2016 papers is online now: Anne Schuth, Harrie Oosterhuis, Shimon Whiteson, and Maarten de Rijke. Multileave gradient descent for fast online learning to rank. In WSDM 2016: The 9th International Conference on Web Search and Data Mining, page 457–466. ACM, February 2016. Bibtex, PDF @inproceedings{schuth-multileave-2016, author = {Schuth, Anne and Oosterhuis,…

Two contributions to CIKM 2015 are online now: Tom Kenter and Maarten de Rijke. Short text similarity with word embeddings. In CIKM 2015: 24th ACM Conference on Information and Knowledge Management. ACM, October 2015. Bibtex, PDF @inproceedings{kenter-short-2015, author = {Kenter, Tom and de Rijke, Maarten}, booktitle = {CIKM 2015: 24th ACM Conference on Information and…

I’m very happy that Aleksandr Chuklin, Ilya Markov and I have finished our survey on click models for web search: Aleksandr Chuklin, Ilya Markov, and Maarten de Rijke. Click Models for Web Search. Synthesis Lectures on Information Concepts, Retrieval, and Services. Morgan & Claypool Publishers, August 2015. Bibtex, DOI, URL @book{chuklin-click-2015, Author = {Chuklin, Aleksandr…

Our CLEF 2015 paper on evaluating click models for web search is online now: Artem Grotov, Aleksandr Chuklin, Ilya Markov, Luka Stout, Finde Xumara, and Maarten de Rijke. A comparative study of click models for web search. In CLEF 2015. Springer, September 2015. Bibtex, PDF @inproceedings{grotov-comparative-2015, author = {Grotov, Artem and Chuklin, Aleksandr and Markov,…

We have filed a preprint on Copeland dueling bandits on ArXiv: Masrour Zoghi, Zohar Karnin, Shimon Whiteson, and Maarten de Rijke. Copeland dueling bandits. arXiv preprint arXiv:1506.00312, June 2015. Bibtex, PDF, URL @misc{zoghi-copeland-arxiv-2015, author = {Zoghi, Masrour and Karnin, Zohar and Whiteson, Shimon and de Rijke, Maarten}, date-added = {2015-06-02 05:06:52 +0000}, date-modified = {2018-08-07…

“Learning to Explain Entity Relationships in Knowledge Graphs,” an upcoming ACL 2015 paper by Nikos Voskarides, Edgar Meij, Manos Tsagkias, Maarten de Rijke and Wouter Weerkamp, is available online now. In the paper we study the problem of explaining relationships between pairs of knowledge graph entities with human-readable descriptions. Our method extracts and enriches sentences…

Our contributions to SIGIR 2015 are online now: Aleksandr Chuklin, Ilya Markov, and Maarten de Rijke. An introduction to click models for web search. In SIGIR 2015: 38th international ACM SIGIR conference on Research and development in information retrieval, page 1113–1115. ACM, August 2015. Bibtex, PDF @inproceedings{chuklin-introduction-2015, author = {Chuklin, Aleksandr and Markov, Ilya and…

“Who is Involved? Semantic Search for E-Discovery,” a synthesis of some of our recent e-discovery related work, by David van Dijk, David Graus, Zhaochun Ren, Hans Henseler and Maarten de Rijke will be presented at the ICAIL 2015 Workshop on Using Machine Learning and Other Advanced Techniques to Address Legal Problems in E-Discovery and Information…