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2021

Danassis, Panayiotis; Wiedemair, Florian; Faltings, Boi PermLink

Improving Multi-agent Coordination by Learning to Estimate Contention Conference

Proceedings of the 30th International Joint Conference on Artificial Intelligence, IJCAI '21 International Joint Conferences on Artificial Intelligence Organization, 2021.

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Antognini, Diego; Faltings, Boi PermLink

Fast Multi-Step Critiquing for VAE-based Recommender Systems Conference

Proceedings of the 15th ACM Conference on Recommender Systems Proceedings (RecSys 2021), 2021.

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Padh, Kirtan; Antognini, Diego; Glaude, Emma Lejal; Faltings, Boi; Musat, Claudiu PermLink

Addressing Fairness in Classificationwith a Model-Agnostic Multi-Objective Algorithm Conference

Proceedings of the 37th Conference on Uncertainty in Artificial Intelligence (UAI 2021), 2021.

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Antognini, Diego; Faltings, Boi PermLink

Rationalization through Concepts Conference

Findings of the 59th Annual Meeting of the Association for Computational Linguistics (ACL 2021), 2021.

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Danassis, Panayiotis; Erden, Zeki Doruk; Faltings, Boi PermLink

Improved Cooperation by Exploiting a Common Signal Conference

Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems, AAMAS '21 International Foundation for Autonomous Agents and Multiagent Systems, 2021.

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Antognini, Diego; Musat, Claudiu; Faltings, Boi PermLink

Interacting with Explanations through Critiquing Conference

Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021), 2021.

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Antognini, Diego; Musat, Claudiu; Faltings, Boi PermLink

Multi-Dimensional Explanation of Target Variables from Documents Conference

Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI 2021), 2021.

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2020

A. Richardson, Filos-Ratsikas A; Faltings, B PermLink

Budget-Bounded Incentives for Federated Learning Book Chapter

Q. Yang L. Fan, Yu H (Ed.): 12500 , pp. 176-188, Springer, 2020.

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Fei Mi Xiaoyu Lin, Boi Faltings  PermLink

ADER: Adaptively Distilled Exemplar Replay Towards Continual Learning for Session-based Recommendation Conference

The ACM Conference on Recommender Systems (RecSys), 2020, (RecSys 2020 best short paper award).

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Mi, Fei; Faltings, Boi PermLink

Memory Augmented Neural Model for Incremental Session-based Recommendation Conference

Proceedings of the 29th International Joint Conference on Artificial Intelligence (IJCAI 2020), 2020.

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Fei Mi Liangwei Chen, Mengjie Zhao Minlie Huang Boi Faltings  PermLink

Continual Learning for Natural Language Generation in Task-oriented Dialog Systems Conference

Findings of the Association for Computational Linguistics: EMNLP 2020, 2020.

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Goel, Naman; Filos-Ratsikas, Aris; Faltings, Boi PermLink

Peer-Prediction in the Presence of Outcome Dependent Lying Incentives Conference

Proceedings of the 29th International Joint Conference on Artificial Intelligence (IJCAI 2020), 2020.

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Goel*, Naman; van Schreven*, Cyril; Filos-Ratsikas, Aris; Faltings, Boi PermLink

Infochain: A Decentralized, Trustless and Transparent Oracle on Blockchain Conference

Proceedings of the 29th International Joint Conference on Artificial Intelligence (IJCAI 2020), 2020.

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Goel, Naman; Rutagarama, Maxime; Faltings, Boi PermLink

Tackling Peer to Peer Discrimination in the Sharing Economy Conference

Proceedings of the 12th ACM Web Science Conference (WebSci 2020), ACM, 2020, (Best paper award).

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

Mneme: A Mobile Distributed Ledger Conference

IEEE Infocom 2020, IEEE, 2020.

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Mi, Fei; Kong, Lingjing; Lin, Tao; Yu, Kaicheng; Faltings, Boi PermLink

Generalized Class Incremental Learning Workshop

CVPR2020 Continual Learning Workshop, 2020.

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Triastcyn, Aleksei; Faltings, Boi PermLink

Federated Generative Privacy Journal Article

IEEE Intelligent Systems, 35 (4), pp. 50-57, 2020, ISSN: 1541-1672.

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Antognini, Diego; Faltings, Boi PermLink

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

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

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Antognini, Diego; Faltings, Boi PermLink

GameWikiSum: a Novel Large Multi-Document Summarization Dataset Conference

LREC 2020, Twelveth International Conference on Language Resources and Evaluation, (6645-6650), 2020.

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

Multi-Gradient Descent for Multi-Objective Recommender Systems Proceeding

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

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Triastcyn, Aleksei; Faltings, Boi PermLink

Bayesian Differential Privacy for Machine Learning Workshop

AAAI Workshop on Privacy-Preserving Artificial Intelligence, 2020.

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2019

Aris Filos-Ratsikas, Yiannis Giannakopoulos ; Lazos, Philip PermLink

The Pareto Frontier of Inefficiency in Mechanism Design Conference

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

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Triastcyn, Aleksei; Faltings, Boi PermLink

Federated Learning with Bayesian Differential Privacy Inproceedings

2019 IEEE International Conference on Big Data (Big Data), pp. 2587-2596, IEEE, 2019, ISBN: 978-1-7281-0858-2.

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Antognini, Diego; Faltings, Boi PermLink

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 PermLink

The Distortion of Distributed Voting Conference

The 12th International Symposium on Algorithmic Game Theory, Springer, 2019.

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730 entries « 1 of 30 »