Paolo Viappiani

5 papers · 2010–2017 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

IJCAI (4) NeurIPS (1)

Top co-authors

Hugo Gilbert (2) Olivier Spanjaard (2) Paul Weng (1) Stefano Teso (1) Nawal Benabbou (1) Andrea Passerini (1) Craig Boutilier (1) Patrice Perny (1)

Research topics

Machine Learning (2) Optimization & Theory (2) Artificial Intelligence (1) Data Science & Analytics (1) Mathematics & Optimization (1) Application Areas (1) Applications (1) Bayesian & Probabilistic (1) Core AI (1) Optimization (1)

Keywords

submodular optimization (1) bayesian learning (1) bayesian inference (1) decision making (1) expected utility (1) utility elicitation (1) choice queries (1) multinomial logit (1) recommendation system (1) expected value of information (1) choice query (1) weighted expected utility (1) incremental elicitation (1) recommendation set (1)

Papers

Incremental Decision Making Under Risk with the Weighted Expected Utility Model IJCAI 2017 Constructive Preference Elicitation by Setwise Max-Margin Learning IJCAI 2016 Characterization of Scoring Rules with Distances: Application to the Clustering of Rankings IJCAI 2015 Solving MDPs with Skew Symmetric Bilinear Utility Functions IJCAI 2015 Optimal Bayesian Recommendation Sets and Myopically Optimal Choice Query Sets NeurIPS 2010