Jean-Michel Renders

Orcid: 0000-0002-7516-3707

According to our database1, Jean-Michel Renders authored at least 86 papers between 1988 and 2024.

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Bibliography

2024
SARDINE: Simulator for Automated Recommendation in Dynamic and Interactive Environments.
Trans. Recomm. Syst., September, 2024

Unbiased Learning to Rank Meets Reality: Lessons from Baidu's Large-Scale Search Dataset.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Attention-Based Cloth Manipulation from Model-free Topological Representation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

SLIM: Skill Learning with Multiple Critics.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

2023
Evaluating the Robustness of Click Models to Policy Distributional Shift.
ACM Trans. Inf. Syst., October, 2023

Distributional Reinforcement Learning with Dual Expectile-Quantile Regression.
CoRR, 2023

Generative Slate Recommendation with Reinforcement Learning.
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

An Offline Metric for the Debiasedness of Click Models.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

2022
Offline Evaluation for Reinforcement Learning-Based Recommendation: A Critical Issue and Some Alternatives.
SIGIR Forum, December, 2022

Introducing the Expohedron for Efficient Pareto-optimal Fairness-Utility Amortizations in Repeated Rankings.
Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

Pareto-Optimal Fairness-Utility Amortizations in Rankings with a DBN Exposure Model.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Joint Personalized Search and Recommendation with Hypergraph Convolutional Networks.
Proceedings of the Advances in Information Retrieval, 2022

What is Your Current Mindset?
Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

Listwise Learning to Rank Based on Approximate Rank Indicators.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Addressing Hiccups in Conversations with Recommender Systems.
Proceedings of the DIS '22: Designing Interactive Systems Conference, Virtual Event, Australia, June 13, 2022

2021
SmoothI: Smooth Rank Indicators for Differentiable IR Metrics.
CoRR, 2021

GReS: Workshop on Graph Neural Networks for Recommendation and Search.
Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021

2020
Modeling ASR Ambiguity for Dialogue State Tracking Using Word Confusion Networks.
CoRR, 2020

Multi-grouping Robust Fair Ranking.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Adaptive Pointwise-Pairwise Learning-to-Rank for Content-based Personalized Recommendation.
Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020

Modeling ASR Ambiguity for Neural Dialogue State Tracking.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Interactive and Explainable Point-of-Interest Recommendation using Look-alike Groups.
Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

Learning to Rank Images with Cross-Modal Graph Convolutions.
Proceedings of the Advances in Information Retrieval, 2020

2019
University of Glasgow Terrier Team and Naver Labs Europe at TREC 2019 Fair Ranking Track.
Proceedings of the Twenty-Eighth Text REtrieval Conference, 2019

2018
Personalized and Diverse Task Composition in Crowdsourcing.
IEEE Trans. Knowl. Data Eng., 2018

Active Search for High Recall: A Non-stationary Extension of Thompson Sampling.
Proceedings of the Advances in Information Retrieval, 2018

2017
Cross-Lingual Text Mining.
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017

Efficient Online Learning for Optimizing Value of Information: Theory and Application to Interactive Troubleshooting.
Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, 2017

NLE@MediaEval'17: Combining Cross-Media Similarity and Embeddings for Retrieving Diverse Social Images.
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

Real-Time Optimization of Web Publisher RTB Revenues.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

2016
Joint Event Detection and Entity Resolution: a Virtuous Cycle.
CoRR, 2016

LSTM-Based Mixture-of-Experts for Knowledge-Aware Dialogues.
Proceedings of the 1st Workshop on Representation Learning for NLP, 2016

Adaptive Collaborative Filtering with Extended Kalman Filters and Multi-armed Bandits.
Proceedings of the Advances in Information Retrieval, 2016

2015
Assisting Composition of Email Responses: a Topic Prediction Approach.
CoRR, 2015

Time-Sensitive Collaborative Filtering through Adaptive Matrix Completion.
Proceedings of the Advances in Information Retrieval, 2015

2014
Boilerplate Detection and Recoding.
Proceedings of the Advances in Information Retrieval, 2014

2013
Who broke the news?: an analysis on first reports of news events.
Proceedings of the 22nd International World Wide Web Conference, 2013

2012
Extension of the Rocchio Classification Method to Multi-modal Categorization of Documents in Social Media.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

Task-Driven Linguistic Analysis based on an Underspecified Features Representation.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

A Mailbox Search Engine Using Query Multi-modal Expansion and Community-Based Smoothing.
Proceedings of the Advances in Information Retrieval, 2012

A General Framework for People Retrieval in Social Media with Multiple Roles.
Proceedings of the Advances in Information Retrieval, 2012

Full and Mini-batch Clustering of News Articles with Star-EM.
Proceedings of the Advances in Information Retrieval, 2012

Kernel Methods for Textual Information Access.
Proceedings of the Textual Information Access: Statistical Models, 2012

2011
Learning aspect models with partially labeled data.
Pattern Recognit. Lett., 2011

Large-scale hierarchical text classification without labelled data.
Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

People Retrieval Leveraging Textual and Social Data.
Proceedings of the KDIR 2011, 2011

XRCE's Participation at Patent Image Classification and Image-based Patent Retrieval Tasks of the Clef-IP 2011.
Proceedings of the CLEF 2011 Labs and Workshop, 2011

2010
Cross-Lingual Text Mining.
Proceedings of the Encyclopedia of Machine Learning, 2010

A new tangible user interface for machine learning document review.
Artif. Intell. Law, 2010

An Extension of the Aspect PLSA Model to Active and Semi-Supervised Learning for Text Classification.
Proceedings of the Artificial Intelligence: Theories, 2010

Leveraging Image, Text and Cross-media Similarities for Diversity-focused Multimedia Retrieval.
Proceedings of the ImageCLEF, Experimental Evaluation in Visual Information Retrieval, 2010

2009
Crossing textual and visual content in different application scenarios.
Multim. Tools Appl., 2009

A family of contextual measures of similarity between distributions with application to image retrieval.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

A Continuum between Browsing and Query-Based Search for User-Centered Multimedia Information Access.
Proceedings of the Adaptive Multimedia Retrieval. Understanding Media and Adapting to the User, 2009

2008
XRCE's Participation to Patent Mining Task at NTCIR-7.
Proceedings of the 7th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2008

Semi-supervised Document Classification with a Mislabeling Error Model.
Proceedings of the Advances in Information Retrieval , 2008

XRCE's Participation to CLEF 2008 Ad-Hoc Track.
Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

Multi-language Models and Meta-dictionary Adaptation for Accessing Multilingual Digital Libraries.
Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

Evaluation of Diversity-Focused Strategies for Multimedia Retrieval.
Proceedings of the Evaluating Systems for Multilingual and Multimodal Information Access, 2008

XRCE's Participation to ImageCLEF 2008.
Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008

2007
Random-Walk Computation of Similarities between Nodes of a Graph with Application to Collaborative Recommendation.
IEEE Trans. Knowl. Data Eng., 2007

XRCE's Participation to ImageCLEFphoto 2007.
Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

Trans-Media Pseudo-Relevance Feedback Methods in Multimedia Retrieval.
Proceedings of the Advances in Multilingual and Multimodal Information Retrieval, 2007

XRCE's Participation to CLEF 2007 Domain-Specific Track.
Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

Query Translation through Dictionary Adaptation.
Proceedings of the Advances in Multilingual and Multimodal Information Retrieval, 2007

2006
Categorization in multiple category systems.
Proceedings of the Machine Learning, 2006

2005
Automatic processing of multilingual medical terminology: applications to thesaurus enrichment and cross-language information retrieval.
Artif. Intell. Medicine, 2005

A Voice Enabled Procedure Browser for the International Space Station.
Proceedings of the ACL 2005, 2005

2004
A Geometric View on Bilingual Lexicon Extraction from Comparable Corpora.
Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics, 2004

2003
Word-Sequence Kernels.
J. Mach. Learn. Res., 2003

Links Between Kleinberg's Hubs and Authorities, Correspondence Analysis, and Markov Chains.
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

Report on CLEF-2003 Experiments: Two Ways of Extracting Multilingual Resources from Corpora.
Proceedings of the Comparative Evaluation of Multilingual Information Access Systems, 2003

2002
Kernel Methods for Document Filtering.
Proceedings of The Eleventh Text REtrieval Conference, 2002

Combining Labelled and Unlabelled Data: A Case Study on Fisher Kernels and Transductive Inference for Biological Entity Recognition.
Proceedings of the 6th Conference on Natural Language Learning, 2002

XRCE Participation in CLEF 2002.
Proceedings of the Working Notes for CLEF 2002 Workshop co-located with the 6th European Conference on Digital Libraries (ECDL 2002), 2002

Assessing Automatically Extracted Bilingual Lexicons for CLIR in Vertical Domains: XRCE Participation in the GIRT Track of CLEF 2002.
Proceedings of the Advances in Cross-Language Information Retrieval, 2002

1997
Fuzzy adaptive control of a certain class of SISO discrete-time processes.
Fuzzy Sets Syst., 1997

Different Model Types for Short-Term Forecasting of Characteristic Load Points.
Proceedings of the Artificial Neural Networks, 1997

1996
Hybrid methods using genetic algorithms for global optimization.
IEEE Trans. Syst. Man Cybern. Part B, 1996

1995
Optimization of fuzzy expert systems using genetic algorithms and neural networks.
IEEE Trans. Fuzzy Syst., 1995

A prototype neural network to perform early warning in nuclear power plant.
Fuzzy Sets Syst., 1995

1994
Hybridizing Genetic Algorithms with Hill-Climbing Methods for Global Optimization: Two Possible Ways.
Proceedings of the First IEEE Conference on Evolutionary Computation, 1994

1993
Adaptive NeuroControl: How Black Box and Simple can it be.
Proceedings of the Machine Learning, 1993

1991
Kinematic calibration and geometrical parameter identification for robots.
IEEE Trans. Robotics Autom., 1991

Genetic Algorithms and Their Potential for Use in Process Control: A Case Study.
Proceedings of the 4th International Conference on Genetic Algorithms, 1991

1988
Control of Flexible Robot: Extension of the Computed Torque Method.
Proceedings of the IEEE International Workshop on Intelligent Robots and Systems '88, Proceedings. IROS 1988, Tokyo, Japan, October 31, 1988


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