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Publications

710 entries « 1 of 29 »

2020

Antognini, Diego; Faltings, Boi

HotelRec: a Novel Very Large-Scale Hotel Recommendation Dataset Conference Forthcoming

LREC 2020, Twelveth International Conference on Language Resources and Evaluation, Forthcoming.

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Antognini, Diego; Faltings, Boi

GameWikiSum: a Novel Large Multi-Document Summarization Dataset Conference Forthcoming

LREC 2020, Twelveth International Conference on Language Resources and Evaluation, Forthcoming.

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2019

Aris Filos-Ratsikas, Yiannis Giannakopoulos ; Lazos, Philip

The Pareto Frontier of Inefficiency in Mechanism Design Conference Forthcoming

The 15th Conference on Web and Internet Economics (WINE 2019)., Springer, Forthcoming.

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Milojkovic, Nikola; Antognini, Diego; Bergamin, Giancarlo; Faltings, Boi; Musat, Claudiu

Multi-Gradient Descent for Multi-Objective Recommender Systems Proceeding Forthcoming

Proceedings of the The Thirty-Fourth AAAI Conference on Artificial Intelligence 2020 - Workshop on Interactive and Conversational Recommendation Systems (WICRS), Forthcoming.

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Antognini, Diego; Faltings, Boi

Learning to Create Sentence Semantic Relation Graphs for Multi-Document Summarization Proceeding

Proceedings of the Empirical Methods in Natural Language Processing 2019 - Workshop on New Frontiers in Summarization, 2019.

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Aris Filos-Ratsikas, Evi Micha ; Voudouris, Alexandros A

The Distortion of Distributed Voting Conference Forthcoming

The 12th International Symposium on Algorithmic Game Theory, Springer, Forthcoming.

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Panayiotis Danassis, Aris Filos-Ratsikas ; Faltings, Boi

Anytime Heuristic for Weighted Matching Through Altruism-Inspired Behavior Conference Forthcoming

The 28th International Joint Conference on Artificial Intelligence (IJCAI '19), Forthcoming.

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Aleksei Triastcyn, Boi Faltings

Federated Generative Privacy Workshop

The 1st International Workshop on Federated Machine Learning for User Privacy and Data Confidentiality (FML’19), 2019.

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Adam Richardson, Aris Filos-Ratsikas ; Faltings, Boi

Eliciting High-Quality Data via Influence for Linear Regression Workshop

The 1st International Workshop on Federated Machine Learning for User Privacy and Data Confidentiality (FML 2019), 2019.

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Goel, Naman; Faltings, Boi

Personalized Peer Truth Serum for Eliciting Multi-Attribute Personal Data Conference

35th Conference on Uncertainty in Artificial Intelligence, Tel Aviv (UAI 2019), AUAI, 2019.

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Balatsoukas-Stimming, Alexios; Filos-Ratsikas, Aris

On the Computational Complexity of Blind Detection of Binary Linear Codes Conference Forthcoming

2019 IEEE International Symposium on Information Theory, IEEE, Forthcoming.

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Filos-Ratsikas, Aris; Goldberg, Paul W

The Complexity of Splitting Necklaces and Bisecting Ham Sandwiches Conference

The 51st Annual ACM Symposium on the Theory of Computing (STOC 2019), ACM, 2019.

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Ioannis Caragiannis Aris Filos-Ratsikas, Panagiotis Kanellopoulos ; Vaish, Rohit

Stable Fractional Matchings Conference

The 20th ACM conference on Economics and Computation (ACM EC '19), 2019.

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Mi, Fei; Huang, Minlie; Zhang, Jiyong; Faltings, Boi

Meta-Learning for Low-resource Natural Language Generation in Task-oriented Dialogue Systems Conference Forthcoming

The 28th International Joint Conference on Artificial Intelligence (IJCAI '19), Forthcoming.

Abstract | Links | BibTeX

Panayiotis Danassis, Boi Faltings

Courtesy As a Means to Coordinate Conference

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, AAMAS '19 International Foundation for Autonomous Agents and Multiagent Systems, Richland, SC, 2019, ISBN: 978-1-4503-6309-9.

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Aleksei Triastcyn, Boi Faltings

Generating Artificial Data for Private Deep Learning Conference

Proceedings of the PAL: Privacy-Enhancing Artificial Intelligence and Language Technologies, AAAI Spring Symposium Series, 2019.

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Stephane Martin, Boi Faltings ; Schickel, Vincent

Context-Tree Recommendation vs Matrix-Factorization: Algorithm Selection and Live Users Evaluation Conference

Proceedings of the 31st AAAI Conference on Innovative Applications of AI, 31 , AAAI, 2019.

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Goel, Naman; Faltings, Boi

Deep Bayesian Trust : A Dominant and Fair Incentive Mechanism for Crowd Conference

33rd AAAI Conference on Artificial Intelligence, 2019, AAAI, 2019.

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Goel, Naman; Faltings, Boi

Crowdsourcing with Fairness, Diversity and Budget Constraints Conference

Proceedings of the AAAI/ACM Conference on AI, Ethics and Society (AIES) 2019, AAAI/ACM, 2019.

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Branzei, Simina; Filos-Ratsikas, Aris

Walrasian Dynamics in Multi-unit Markets Conference

The 33rd AAAI Conference on Artificial Intelligence (AAAI '19), AAAI AAAI Press, 2019.

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2018

Chatzopoulos, Dimitris; Gujar, Sujit; Faltings, Boi; Hui, Pan

Privacy Preserving and Cost Optimal Mobile Crowdsensing Using Smart Contracts on Blockchain Conference

IEEE 15th International Conference on Mobile Ad Hoc and Sensor Systems (MASS), IEEE, 2018, ISSN: 2155-6814.

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Aris Filos-Ratsikas Soren Kristoffer Stiil Frederiksen, Paul. Goldberg W; Zhang, Jie

Hardness Results for Consensus-Halving Conference

43rd International Symposium on Mathematical Foundations of Computer Science (MFCS 2018), 117 , Leibniz International Proceedings in Informatics (LIPIcs) Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik, Dagstuhl, Germany, 2018, ISBN: 978-3-95977-086-6.

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Stephane Martin, Boi Faltings ; Schickel, Vincent

Enhancing Session-Based Recommendations through Sequential Modeling Conference

32nd ACM Conference on User Modeling, Adaptation and Personalization, 32 , ACM, 2018.

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Goel, Naman; Yaghini, Mohammad; Faltings, Boi

Non-Discriminatory Machine Learning through Convex Fairness Criteria Conference

Thirty-Second AAAI Conference on Artificial Intelligence, 2018, AAAI, 2018.

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Goran Radanovic, Boi Faltings

Partial Truthfulness in Minimal Peer Prediction Mechanisms with Limited Knowledge Proceeding

32nd AAAI Conference on Artificial Intelligence 2018.

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710 entries « 1 of 29 »