Entropy Methods for Adaptive Utility Elicitation, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans, vol.34, issue.2, pp.169-178, 2004. ,
Maximizing aggregate recommendation diversity: a graph-theoretic approach, Proceedings of the Workshop on Novelty and Diversity in Recommender Systems (DiveRS-11) at the 5th ACM International Conference on Recommender Systems (RecSys-11), pp.3-10, 2011. ,
Learning a Deep Listwise Context Model for Ranking Refinement, The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, pp.135-144, 2018. ,
Reducing dueling bandits to cardinal bandits, Proceedings of the Thirty-first International Conference on Machine Learning (ICML-14), pp.856-864, 2014. ,
APRIL: Active Preference Learning-Based Reinforcement Learning, Machine Learning and Knowledge Discovery in Databases, pp.116-131, 2012. ,
URL : https://hal.archives-ouvertes.fr/hal-00722744
Planning with Preferences, AI Magazine, vol.29, issue.4, p.25, 2008. ,
MACBETH ? An interactive path towards the construction of cardinal value functions, International Transactions in Operational Research, vol.1, issue.4, pp.489-500, 1994. ,
Regret in Decision Making under Uncertainty, Operations Research, vol.30, issue.5, pp.961-981, 1982. ,
, Seq2slate: Re-ranking and slate optimization with RNNs, 2018.
Incremental Preference Elicitation in Multi-attribute Domains for Choice and Ranking with the Borda Count, Lecture Notes in Computer Science, pp.81-95, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01342500
Adaptive Elicitation of Preferences under Uncertainty in Sequential Decision Making Problems, Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, pp.297-303, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01514747
Incremental elicitation of Choquet capacities for multicriteria choice, ranking and sorting problems, Artificial Intelligence, vol.246, pp.152-180, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01480147
Incremental elicitation of Choquet capacities for multicriteria choice, ranking and sorting problems, Artificial Intelligence, vol.246, pp.152-180, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-01480147
Bandit Problems: Sequential Allocation of Experiments, 1985. ,
Probabilistic conditional preference networks, Proceedings of the Twenty-ninth Conference on Uncertainty in Artificial Intelligence (UAI-13), 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-00948352
Gaussian process preference elicitation, Advances in Neural Information Processing Systems 23 (NIPS-10), pp.262-270, 2010. ,
Learning Multicriteria Utility Functions with Random Utility Models, Algorithmic Decision Theory, pp.101-115, 2013. ,
A POMDP formulation of preference elicitation problems, Proceedings of the Eighteenth National Conference on Artificial Intelligence (AAAI-02), pp.239-246, 2002. ,
Computational Decision Support Regret-Based Models for Optimization and Preference Elicitation, Comparative Decision Making, pp.423-453, 2013. ,
Preference-Based Constrained Optimization with CP-Nets, Computational Intelligence, vol.20, issue.2, pp.137-157, 2004. ,
Constraint-based optimization and utility elicitation using the minimax decision criterion, Artificial Intelligence, vol.170, issue.8-9, pp.686-713, 2006. ,
Eliciting bid taker non-price preferences in (combinatorial) auctions, Proceedings of the Nineteenth National Conference on Artificial Intelligence (AAAI-04), pp.204-211, 2004. ,
Active collaborative filtering, Proceedings of the Nineteenth Conference on Uncertainty in Artificial Intelligence (UAI-03), pp.98-106, 2003. ,
Elicitation of Factored Utilities, AI Magazine, vol.29, issue.4, p.79, 2008. ,
Assessing regret-based preference elicitation with the UTPREF recommendation system, Proceedings of the 11th ACM conference on Electronic commerce - EC '10, pp.25-32, 2010. ,
Elicitation of Factored Utilities, AI Magazine, vol.29, issue.4, p.79, 2008. ,
Assessing regret-based preference elicitation with the UTPREF recommendation system, Proceedings of the 11th ACM conference on Electronic commerce - EC '10, pp.219-228, 2010. ,
Submodular Maximization with Cardinality Constraints, Proceedings of the Twenty-Fifth Annual ACM-SIAM Symposium on Discrete Algorithms, pp.1433-1452, 2013. ,
Interactive critiquing for catalog navigation in e-commerce, Artificial Intelligence Review, vol.18, issue.3/4, pp.245-267, 2002. ,
CHAPTER ONE. Behavioral Economics: Past, Present, Future, Advances in Behavioral Economics, pp.3-52, 2004. ,
Time-aware recommender systems: a comprehensive survey and analysis of existing evaluation protocols, User Modeling and User-Adapted Interaction, vol.24, issue.1-2, pp.67-119, 2013. ,
Making rational decisions using adaptive utility elicitation, Proceedings of the Seventeenth National Conference on Artificial Intelligence (AAAI-00), pp.363-369, 2000. ,
Hybrid critiquing-based recommender systems, Proceedings of the 12th international conference on Intelligent user interfaces - IUI '07, 2007. ,
Hybrid critiquing-based recommender systems, Proceedings of the 12th international conference on Intelligent user interfaces - IUI '07, pp.22-31, 2007. ,
Critiquing-based recommenders: survey and emerging trends, User Modeling and User-Adapted Interaction, vol.22, issue.1-2, pp.125-150, 2011. ,
Top-K Off-Policy Correction for a REINFORCE Recommender System, Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, pp.456-464, 2019. ,
Wide & Deep Learning for Recommender Systems, Proceedings of the 1st Workshop on Deep Learning for Recommender Systems - DLRS 2016, pp.7-10, 2016. ,
Development of Technique for Healing Data Races based on Software Transactional Memory, Reinforcement learning-based recommender system using biclustering technique, 2016. ,
Preference learning with Gaussian processes, Proceedings of the 22nd international conference on Machine learning - ICML '05, vol.6, pp.1019-1041, 2005. ,
On the LambertW function, Advances in Computational Mathematics, vol.5, issue.1, pp.329-359, 1996. ,
Updates and Uncertainty in CP-Nets, Lecture Notes in Computer Science, pp.301-312, 2013. ,
Deep Neural Networks for YouTube Recommendations, Proceedings of the 10th ACM Conference on Recommender Systems, pp.191-198, 2016. ,
An experimental comparison of click position-bias models, Proceedings of the international conference on Web search and web data mining - WSDM '08, pp.87-94, 2008. ,
Learning user preferences for sets of objects, Proceedings of the 23rd international conference on Machine learning - ICML '06, pp.273-280, 2006. ,
No more ready-made deals, Proceedings of the 12th ACM Conference on Recommender Systems, pp.163-171, 2018. ,
Constructive Preference Elicitation, Frontiers in Robotics and AI, vol.4, pp.2934-2942, 2018. ,
Collaborative Filtering Recommender Systems, Foundations and Trends® in Human?Computer Interaction, vol.4, issue.2, pp.81-173, 2011. ,
Active learning strategies for rating elicitation in collaborative filtering, ACM Transactions on Intelligent Systems and Technology, vol.5, issue.1, pp.1-33, 2013. ,
Interdependence and Additivity in Multivariate, Unidimensional Expected Utility Theory, International Economic Review, vol.8, issue.3, p.335, 1967. ,
Preference elicitation for interface optimization, Proceedings of the 18th annual ACM symposium on User interface software and technology - UIST '05, pp.173-182, 2005. ,
Horizon: Facebook's open source applied reinforcement learning platform, 2018. ,
Reducing the Number of Queries in Interactive Value Iteration, Algorithmic Decision Theory, pp.139-152, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01213280
The Netflix Recommender System, ACM Transactions on Management Information Systems, vol.6, issue.4, pp.1-19, 2016. ,
Preferential Bayesian optimization, Proceedings of the Thirty-fourth international Conference on Machine Learning (ICML-17), pp.1282-1291, 2017. ,
Set Functions, Capacities and Games, Theory and Decision Library C, vol.46, pp.25-144, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01372858
A decade of application of the Choquet and Sugeno integrals in multi-criteria decision aid, Annals of Operations Research, vol.175, issue.1, pp.247-286, 2009. ,
URL : https://hal.archives-ouvertes.fr/halshs-00267932
”Aggregation Functions”, Cambridge University Press, 2008 6th International Symposium on Intelligent Systems and Informatics, 2008. ,
Ordinal regression revisited: Multiple criteria ranking using a set of additive value functions, European Journal of Operational Research, vol.191, issue.2, pp.416-436, 2008. ,
Multiattribute Bayesian Preference Elicitation with Pairwise Comparison Queries, Advances in Neural Networks - ISNN 2010, pp.396-403, 2010. ,
Learning optimal subsets with implicit user preferences, Proceedings of the Twenty-first International Joint Conference on Artificial Intelligence (IJCAI-09), pp.1052-1057, 2009. ,
Reasoning about Uncertainty, 2005. ,
Fusing Similarity Models with Markov Chains for Sparse Sequential Recommendation, 2016 IEEE 16th International Conference on Data Mining (ICDM), 2016. ,
TrueSkill: A Bayesian Skill Rating System, Advances in Neural Information Processing Systems 19, pp.569-576, 2007. ,
An algorithmic framework for performing collaborative filtering, Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '99, pp.230-237, 1999. ,
Preference elicitation for risky prospects, Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS.10), pp.889-896, 2010. ,
Question selection for multi-attribute decision-aiding, European Journal of Operational Research, vol.148, issue.3, pp.525-533, 2003. ,
Aggregated systems model for nuclear safeguards decisions, 1979. ,
SlateQ: A Tractable Decomposition for Reinforcement Learning with Recommendation Sets, Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, pp.2592-2599, 2019. ,
Evaluating multiple attribute items using queries, Proceedings of the 3rd ACM conference on Electronic Commerce - EC '01, pp.144-153, 2001. ,
Music Personalization at Spotify, Proceedings of the 10th ACM Conference on Recommender Systems, pp.373-373, 2016. ,
Assessing a set of additive utility functions for multicriteria decision-making, the UTA method, European Journal of Operational Research, vol.10, issue.2, pp.151-164, 1982. ,
Beyond greedy ranking: Slate optimization via list-CVAE, Proceedings of the Seventh International Conference on Learning Representations (ICLR-19), 2019. ,
Optimizing search engines using clickthrough data, Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '02, pp.133-142, 2002. ,
Decisions with Multiple Objectives, 1993. ,
A fast bandit algorithm for recommendation to users with heterogenous tastes, Proceedings of the Twenty-seventh AAAI Conference on Artificial Intelligence (AAAI-13), pp.1135-1141, 2013. ,
GroupLens, Communications of the ACM, vol.40, issue.3, pp.77-87, 1997. ,
Advances in Collaborative Filtering, Recommender Systems Handbook, pp.77-118, 2015. ,
A Robust Discrete Optimization Framework, Nonconvex Optimization and Its Applications, pp.26-73, 1997. ,
Diversity in recommender systems ? A survey, Knowledge-Based Systems, vol.123, pp.154-162, 2017. ,
Cascading bandits: Learning to rank in the cascade model, Proceedings of the Thirty-second International Conference on Machine Learning (ICML-15), pp.767-776, 2015. ,
Miriad: a tool suite for mcda, Proceedings of EUSFLAT'05, pp.204-209, 2005. ,
Cost-effective outbreak detection in networks, Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '07, pp.420-429, 2007. ,
Choice-based preference elicitation for collaborative filtering recommender systems, Proceedings of the 32nd annual ACM conference on Human factors in computing systems - CHI '14, pp.3085-3094, 2014. ,
Regret Theory: An Alternative Theory of Rational Choice Under Uncertainty, The Economic Journal, vol.92, issue.368, p.805, 1982. ,
Stated Choice Methods, Stated Choice Methods: Analysis and Application, 2000. ,
Preference elicitation and robust winner determination for single- and multi-winner social choice, Artificial Intelligence, vol.279, p.103203, 2020. ,
Boosting Structured Prediction for Imitation Learning, Advances in Neural Information Processing Systems 19, pp.985-992, 2007. ,
Applications to psychophysics., Individual choice behavior: A theoretical analysis., pp.38-74 ,
Sorting multi-attribute alternatives: The TOMASO method, Computers & Operations Research, vol.32, issue.4, pp.861-877, 2005. ,
URL : https://hal.archives-ouvertes.fr/hal-02316725
Conditional logit analysis of qualitative choice behavior, Frontiers in Econometrics, pp.105-142, 1974. ,
On the Evolution of Critiquing Recommenders, Recommender Systems Handbook, pp.419-453, 2010. ,
Expectation propagation for approximate Bayesian inference, Proceedings of the Seventeenth Conference on Uncertainty in Artificial Intelligence (UAI-01), pp.362-369, 2001. ,
Accelerated greedy algorithms for maximizing submodular set functions, Optimization Techniques, pp.234-243 ,
Preference Elicitation for Group Decisions Using the Borda Voting Rule, Group Decision and Negotiation, vol.24, issue.6, pp.1015-1033, 2015. ,
Slice sampling, The Annals of Statistics, vol.31, issue.3, pp.705-767, 2003. ,
An analysis of approximations for maximizing submodular set functions?I, Mathematical Programming, vol.14, issue.1, pp.265-294, 1978. ,
Algorithms for inverse reinforcement learning, Proceedings of the Seventeenth International Conference on Machine Learning (ICML-00), pp.663-670, 2000. ,
Incremental preference elicitation for decision making under risk with the rank-dependent utility model, Proceedings of the Thirty-second Conference on Uncertainty in Artificial Intelligence (UAI-16), 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01345457
Experiential preference elicitation for autonomous heating and cooling systems, Proceedings of the Eighteenth Conference on Autonomous Agents and Multiagent Systems (AAMAS-19), pp.431-439, 2019. ,
Optimal recommendation sets: Covering uncertainty over user preferences, Proceedings of the Twentieth National Conference on Artificial Intelligence (AAAI-05), pp.541-548, 2005. ,
Regret-based reward elicitation for Markov decision processes, Proceedings of the Twenty-fifth Conference on Uncertainty in Artificial Intelligence (UAI-09), pp.454-451, 2009. ,
Dynamic Critiquing, Lecture Notes in Computer Science, pp.763-777, 2004. ,
Incremental critiquing, Knowledge-Based Systems, vol.18, issue.4-5, pp.143-151, 2005. ,
Evaluating compound critiquing recommenders, Proceedings of the 8th ACM conference on Electronic commerce - EC '07, pp.114-123, 2007. ,
Factorizing personalized Markov chains for next-basket recommendation, Proceedings of the 19th international conference on World wide web - WWW '10, pp.811-820, 2010. ,
Fast maximum margin matrix factorization for collaborative prediction, Proceedings of the 22nd international conference on Machine learning - ICML '05, 2005. ,
Deep Bayesian bandits showdown: An empirical comparison of Bayesian deep networks for thompson sampling, Proceedings of the Sixth International Conference on Learning Representations (ICLR-18), 2018. ,
The Analytic Hierarchy Process, Planning, Piority Setting, Resource Allocation, 1980. ,
A Hidden Markov Model for Collaborative Filtering, MIS Quarterly, vol.36, issue.4, p.1329, 2012. ,
Bayesian probabilistic matrix factorization using Markov chain Monte Carlo, Proceedings of the 25th international conference on Machine learning - ICML '08, pp.1257-1264, 2008. ,
Preference ratios in multiattribute evaluation (PRIME)-elicitation and decision procedures under incomplete information, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans, vol.31, issue.6, pp.533-545, 2001. ,
Preference Programming ? Multicriteria Weighting Models under Incomplete Information, Applied Optimization, vol.103, pp.167-187, 2010. ,
The Theory of Statistical Decision, Journal of the American Statistical Association, vol.46, issue.253, pp.55-67, 1951. ,
The foundations of statistics. By Leonard J. Savage, John Wiley & Sons, Inc., 1954, 294 pp, Naval Research Logistics Quarterly, vol.1, issue.3, pp.236-236, 1954. ,
Letters to the Editor, The American Statistician, vol.29, issue.1, pp.67-71, 1975. ,
Model-Based Online Learning of POMDPs, Machine Learning: ECML 2005, vol.6, pp.353-364, 2005. ,
Advancements in Dueling Bandits, Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018. ,
Development and evaluation of alloys for Advanced Energy Systems. Summary report, Advances in Neural Information Processing Systems 30 (NIPS-17), pp.3632-3642, 1976. ,
Usage-based web recommendations, Proceedings of the 2007 ACM conference on Recommender systems - RecSys '07, pp.113-120, 2007. ,
Improved Recurrent Neural Networks for Session-based Recommendations, Proceedings of the 1st Workshop on Deep Learning for Recommender Systems - DLRS 2016, pp.17-22, 2016. ,
Learning Monotone Nonlinear Models Using the Choquet Integral, Machine Learning and Knowledge Discovery in Databases, pp.414-429, 2011. ,
Coactive critiquing: Elicitation of preferences and features, Proceedings of the Thirty-first AAAI Conference on Artificial Intelligence (AAAI-17), pp.2639-2645, 2017. ,
Constructive Preference Elicitation for Multiple Users with Setwise Max-margin, Algorithmic Decision Theory, pp.3-17, 2017. ,
Constructive Preference Elicitation for Multiple Users with Setwise Max-margin, Algorithmic Decision Theory, pp.3-17, 2017. ,
Modeling Decisions, 2007. ,
Polyhedral Methods for Adaptive Choice-Based Conjoint Analysis, Journal of Marketing Research, vol.41, issue.1, pp.116-131, 2004. ,
Discrete Choice Methods with Simulation, 2009. ,
Judgment under Uncertainty: Heuristics and Biases, Science, vol.185, issue.4157, pp.1124-1131, 1974. ,
Learning a piecewise linear transform coding scheme for images, International Conference on Graphic and Image Processing (ICGIP 2012), pp.2643-2651, 2013. ,
Coverage, redundancy and size-awareness in genre diversity for recommender systems, Proceedings of the 8th ACM Conference on Recommender systems - RecSys '14, pp.209-216, 2014. ,
Regret-based optimal recommendation sets in conversational recommender systems, Proceedings of the third ACM conference on Recommender systems - RecSys '09, pp.101-108, 2009. ,
On the equivalence of optimal recommendation sets and myopically optimal query sets, Artificial Intelligence, vol.286, p.103328, 2020. ,
URL : https://hal.archives-ouvertes.fr/hal-02898192
Recommendation sets and choice queries: There is no exploration/exploitation tradeoff!, Proceedings of the Twenty-fifth AAAI Conference on Artificial Intelligence (AAAI-11), pp.1571-1574, 2011. ,
Preference-based Search using Example-Critiquing with Suggestions, Journal of Artificial Intelligence Research, vol.27, pp.465-503, 2006. ,
Robust Optimization of Recommendation Sets with the Maximin Utility Criterion, Algorithmic Decision Theory, pp.411-424, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-01215255
Statistical Decision Functions, 1950. ,
Collaborative Deep Learning for Recommender Systems, Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD '15, pp.1235-1244, 2015. ,
Efficient ordered combinatorial semi-bandits for whole-page recommendation, Proceedings of the Thirty-first AAAI Conference on Artificial Intelligence (AAAI-17), pp.2746-2753, 2017. ,
Interactive value iteration for Markov decision processes with unknown rewards, Proceedings of the Twenty-third International Joint Conference on Artificial Intelligence (IJCAI-13), pp.2415-2421, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-00942290
Practical Diversified Recommendations on YouTube with Determinantal Point Processes, Proceedings of the 27th ACM International Conference on Information and Knowledge Management, pp.2165-2173, 2018. ,
Recurrent Recommender Networks, Proceedings of the Tenth ACM International Conference on Web Search and Data Mining - WSDM '17, pp.495-503, 2017. ,
On ordered weighted averaging aggregation operators in multicriteria decisionmaking, IEEE Transactions on Systems, Man, and Cybernetics, vol.18, issue.1, pp.183-190, 1988. ,
A Comparative Study of Compound Critique Generation in Conversational Recommender Systems, Lecture Notes in Computer Science, pp.234-243, 2006. ,
Deep reinforcement learning for page-wise recommendations, Proceedings of the 12th ACM Conference on Recommender Systems, pp.95-103, 2018. ,
Improving recommendation lists through topic diversification, Proceedings of the 14th international conference on World Wide Web - WWW '05, pp.22-32, 2005. ,
We Have Made the Mediterranean; Now We Must Make Mediterraneans, Critically Mediterranean, pp.181-197, 2018. ,
Should We Give Learners Control Over Item Difficulty?, Adjunct Publication of the 25th Conference on User Modeling, Adaptation and Personalization, 2017. ,
Perpendicular anisotropy in Co-Eu-EuS and Co-Eu-Tb-EuS exchange coupled sputtered films, IEEE Transactions on Magnetics, vol.32, issue.5, pp.4076-4077, 1996. ,
Regret and endowment in decisions to switch in the 3, 4, and 5-door Monty Hall problem, and the host, who knows what's behind the doors, opens another door, 2000. ,