Faltings, Boi

69 publications

ICLRW 2025 A Proposal for Networks Capable of Continual Learning Zeki Doruk Erden, Boi Faltings

AAAI 2025 Nuance Matters: Probing Epistemic Consistency in Causal Reasoning Shaobo Cui, Junyou Li, Luca Mouchel, Yiyang Feng, Boi Faltings

AAAI 2024 Peer Neighborhood Mechanisms: A Framework for Mechanism Generalization Adam Richardson, Boi Faltings

IJCAI 2023 Game-Theoretic Mechanisms for Eliciting Accurate Information Boi Faltings

NeurIPSW 2022 Privacy-Preserving Data Filtering in Federated Learning Using Influence Approximation Ljubomir Rokvic, Panayiotis Danassis, Boi Faltings

UAI 2021 Addressing Fairness in Classification with a Model-Agnostic Multi-Objective Algorithm Kirtan Padh, Diego Antognini, Emma Lejal-Glaude, Boi Faltings, Claudiu Musat

IJCAI 2021 Improving Multi-Agent Coordination by Learning to Estimate Contention Panayiotis Danassis, Florian Wiedemair, Boi Faltings

IJCAI 2021 Interacting with Explanations Through Critiquing Diego Antognini, Claudiu Musat, Boi Faltings

AAAI 2021 Multi-Dimensional Explanation of Target Variables from Documents Diego Antognini, Claudiu Musat, Boi Faltings

ICML 2020 Bayesian Differential Privacy for Machine Learning Aleksei Triastcyn, Boi Faltings

CVPRW 2020 Generalized Class Incremental Learning Fei Mi, Lingjing Kong, Tao Lin, Kaicheng Yu, Boi Faltings

IJCAI 2020 Infochain: A Decentralized, Trustless and Transparent Oracle on Blockchain Naman Goel, Cyril van Schreven, Aris Filos-Ratsikas, Boi Faltings

IJCAI 2020 Memory Augmented Neural Model for Incremental Session-Based Recommendation Fei Mi, Boi Faltings

IJCAI 2020 Peer-Prediction in the Presence of Outcome Dependent Lying Incentives Naman Goel, Aris Filos-Ratsikas, Boi Faltings

IJCAI 2019 Anytime Heuristic for Weighted Matching Through Altruism-Inspired Behavior Panayiotis Danassis, Aris Filos-Ratsikas, Boi Faltings

AAAI 2019 Context-Tree Recommendation vs Matrix-Factorization: Algorithm Selection and Live Users Evaluation Stéphane Martin, Boi Faltings, Vincent Schickel

AAAI 2019 Deep Bayesian Trust: A Dominant and Fair Incentive Mechanism for Crowd Naman Goel, Boi Faltings

IJCAI 2019 Meta-Learning for Low-Resource Natural Language Generation in Task-Oriented Dialogue Systems Fei Mi, Minlie Huang, Jiyong Zhang, Boi Faltings

UAI 2019 Personalized Peer Truth Serum for Eliciting Multi-Attribute Personal Data Naman Goel, Boi Faltings

AAAI 2018 Information Gathering with Peers: Submodular Optimization with Peer-Prediction Constraints Goran Radanovic, Adish Singla, Andreas Krause, Boi Faltings

AAAI 2018 Non-Discriminatory Machine Learning Through Convex Fairness Criteria Naman Goel, Mohammad Yaghini, Boi Faltings

AAAI 2018 Partial Truthfulness in Minimal Peer Prediction Mechanisms with Limited Knowledge Goran Radanovic, Boi Faltings

IJCAI 2016 Adaptive Sequential Recommendation Using Context Trees Fei Mi, Boi Faltings

AAAI 2015 Incentives for Subjective Evaluations with Private Beliefs Goran Radanovic, Boi Faltings

IJCAI 2015 Personalizing Product Rankings Using Collaborative Filtering on Opinion-Derived Topic Profiles Claudiu Cristian Musat, Boi Faltings

AAAI 2014 A Region-Based Model for Estimating Urban Air Pollution Arnaud Jutzeler, Jason Jingshi Li, Boi Faltings

AAAI 2014 Acquiring Commonsense Knowledge for Sentiment Analysis Through Human Computation Marina Boia, Claudiu Cristian Musat, Boi Faltings

AAAI 2014 Incentives for Truthful Information Elicitation of Continuous Signals Goran Radanovic, Boi Faltings

AAAI 2014 Swissnoise: Online Polls with Game-Theoretic Incentives Florent Garcin, Boi Faltings

JAIR 2014 Symmetric Subgame-Perfect Equilibria in Resource Allocation Ludek Cigler, Boi Faltings

AAAI 2013 A Robust Bayesian Truth Serum for Non-Binary Signals Goran Radanovic, Boi Faltings

JAIR 2013 Decentralized Anti-Coordination Through Multi-Agent Learning Ludek Cigler, Boi Faltings

JAIR 2013 Protecting Privacy Through Distributed Computation in Multi-Agent Decision Making Thomas Léauté, Boi Faltings

IJCAI 2013 Recommendation Using Textual Opinions Claudiu Cristian Musat, Yizhong Liang, Boi Faltings

AAAI 2012 DUCT: An Upper Confidence Bound Approach to Distributed Constraint Optimization Problems Brammert Ottens, Christos Dimitrakakis, Boi Faltings

ECML-PKDD 2012 Hypergraph Learning with Hyperedge Expansion Li Pu, Boi Faltings

AAAI 2012 Sensing the Air We Breathe - The OpenSense Zurich Dataset Jason Jingshi Li, Boi Faltings, Olga Saukh, David Hasenfratz, Jan Beutel

AAAI 2012 Symmetric Subgame Perfect Equilibria in Resource Allocation Ludek Cigler, Boi Faltings

IJCAI 2011 Coordinating Logistics Operations with Privacy Guarantees Thomas Léauté, Boi Faltings

AAAI 2011 Distributed Constraint Optimization Under Stochastic Uncertainty Thomas Léauté, Boi Faltings

JAIR 2009 Mechanisms for Making Crowds Truthful Radu Jurca, Boi Faltings

AAAI 2008 H-DPOP: Using Hard Constraints for Search Space Pruning in DCOP Akshat Kumar, Adrian Petcu, Boi Faltings

JAIR 2008 M-DPOP: Faithful Distributed Implementation of Efficient Social Choice Problems Adrian Petcu, Boi Faltings, David C. Parkes

IJCAI 2007 MB-DPOP: A New Memory-Bounded Algorithm for Distributed Optimization Adrian Petcu, Boi Faltings

IJCAI 2007 OSS: A Semantic Similarity Function Based on Hierarchical Ontologies Vincent Schickel-Zuber, Boi Faltings

JAIR 2007 Obtaining Reliable Feedback for Sanctioning Reputation Mechanisms Radu Jurca, Boi Faltings

IJCAI 2007 PC-DPOP: A New Partial Centralization Algorithm for Distributed Optimization Adrian Petcu, Boi Faltings, Roger Mailler

AAAI 2007 Representative Explanations for Over-Constrained Problems Barry O'Sullivan, Alexandre Papadopoulos, Boi Faltings, Pearl Pu

AAAI 2006 Evaluating Preference-Based Search Tools: A Tale of Two Approaches Paolo Viappiani, Boi Faltings, Pearl Pu

AAAI 2006 Inferring User's Preferences Using Ontologies Vincent Schickel-Zuber, Boi Faltings

AAAI 2006 ODPOP: An Algorithm for Open/Distributed Constraint Optimization Adrian Petcu, Boi Faltings

JAIR 2006 Preference-Based Search Using Example-Critiquing with Suggestions Paolo Viappiani, Boi Faltings, Pearl Pu

IJCAI 2005 A Scalable Method for Multiagent Constraint Optimization Adrian Petcu, Boi Faltings

IJCAI 2005 Multi-Agent Coordination Using Local Search Boi Faltings, Quang Huy Nguyen

AAAI 2005 Selection and Ranking of Propositional Formulas for Large-Scale Service Directories Ion Constantinescu, Walter Binder, Boi Faltings

AAAI 2005 Superstabilizing, Fault-Containing Distributed Combinatorial Optimization Adrian Petcu, Boi Faltings

IJCAI 2003 Applying Interchangeability Techniques to the Distributed Breakout Algorithm Adrian Petcu, Boi Faltings

IJCAI 2003 Making the Breakout Algorithm Complete Using Systematic Search Carlos Eisenberg, Boi Faltings

AAAI 2000 Asynchronous Search with Aggregations Marius-Calin Silaghi, Djamila Sam-Haroud, Boi Faltings

IJCAI 1997 Local Consistency for Ternary Numeric Constraints Boi Faltings, Esther M. Gelle

IJCAI 1997 Structuring Techniques for Constraint Satisfaction Problems Rainer Weigel, Boi Faltings

IJCAI 1995 Abstraction by Interchangeability in Resource Allocation Berthe Y. Choueiry, Boi Faltings, Rainer Weigel

IJCAI 1995 Case-Based Modeling with Qualitative Indices Bradley L. Richards, Boi Faltings, Peter Duxbury-Smith

IJCAI 1995 Computer-Aided Creative Mechanism Design Boi Faltings, Kun Sun

IJCAI 1993 Computer-Aided Creative Mechanism Design Boi Faltings, Kun Sun

IJCAI 1989 Reasoning About Kinematic Topology Boi Faltings, Emmanuel Baechler, J. Primus

IJCAI 1987 Qualitative Kinematics in Mechanisms Boi Faltings

IJCAI 1987 Qualitative Kinematics: A Framework Kenneth D. Forbus, Paul Nielson, Boi Faltings

IJCAI 1985 Towards a Model of Conceptual Knowledge Acquisition Through Directed Experimentation Shankar A. Rajamoney, Gerald DeJong, Boi Faltings