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740 entries « 1 of 30 »

2022

Danassis, Panayiotis; Triastcyn, Aleksei; Faltings, Boi PermLink

A Distributed Differentially Private Algorithm for Resource Allocation in Unboundedly Large Settings Conference

Proceedings of the 21th International Conference on Autonomous Agents and MultiAgent Systems, AAMAS '22 International Foundation for Autonomous Agents and Multiagent Systems, Richland, SC, 2022.

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Danassis, Panayiotis; Sakota, Marija; Filos-Ratsikas, Aris; Faltings, Boi PermLink

Putting Ridesharing to the Test: Efficient and Scalable Solutions and the Power of Dynamic Vehicle Relocation Journal Article

Artificial Intelligence Review, 2022, ISSN: 1573-7462.

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

Exploiting Environmental Signals to Enable Policy Correlation in Large-scale Decentralized Systems Journal Article

Autonomous Agents and Multi-Agent Systems, 36 (1), pp. 13, 2022, ISSN: 1573-7454.

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2021

Damle, Sankarshan; Triastcyn, Aleksei; Faltings, Boi; Gujar, Sujit PermLink

Differentially Private Multi-Agent Constraint Optimization Conference

WI-IAT ’21: IEEE/WIC/ACM International Conference on Web Intelligence, 20 , ACM, 2021.

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Damle, Sankarshan; Faltings, Boi; Gujar, Sujit PermLink

Blockchain-based Practical Multi-agent Secure Comparison and its Application in Auctions Conference

WI-IAT ’21: IEEE/WIC/ACM International Conference on Web Intelligence, 20 , ACM, 2021.

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

Towards Mobile Distributed Ledgers Journal Article

IEEE Internet of Things Journal, 2021.

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Mi, Fei; Zhou, Wanhao; Cai, Fengyu; Kong, Lingjing; Huang, Minlie; Faltings, Boi PermLink

Self-training Improves Pre-training for Few-shot Learning in Task-oriented Dialog Systems Conference

Conference on Empirical Methods in Natural Language Processing, ACL, 2021.

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

Improving Multi-agent Coordination by Learning to Estimate Contention Conference

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

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Petrescu, Diana; Antognini, Diego; Faltings, Boi PermLink

Multi-Step Critiquing User Interface for Recommender Systems Conference

Demo Proceedings of the 15th ACM Conference on Recommender Systems Proceedings (RecSys 2021), 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, Richland, SC, 2021, ISBN: 9781450383073.

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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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Moin Hussain Moti Dimitris Chatzopoulos, Pan Hui Boi Faltings ; Gujar, Sujit PermLink

Orthos: A Trustworthy AI Framework for Data Acquisition Book Chapter

12589 , pp. 100-118, Springer, 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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Danassis, Panayiotis; Faltings, Boi PermLink

Efficient Allocations in Constant Time: Towards Scalable Solutions in the Era of Large Scale Intelligent Systems Conference

Proceedings of the 24th European Conference on Artificial Intelligence, ECAI’20 IOS Press, 2020.

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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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740 entries « 1 of 30 »