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721 entries « 1 of 29 »

2020

Fei Mi Xiaoyu Lin, Boi Faltings  PermLink

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

The ACM Conference on Recommender Systems (RecSys), 2020, Forthcoming, (RecSys 2020).

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Mi, Fei; Faltings, Boi PermLink

Memory Augmented Neural Model for Incremental Session-based Recommendation Conference Forthcoming

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

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

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

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

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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 Forthcoming

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

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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.

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

Mneme: A Mobile Distributed Ledger Conference Forthcoming

IEEE Infocom, IEEE, Forthcoming.

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

Generalized Class Incremental Learning Workshop Forthcoming

CVPR2020 Continual Learning Workshop, Forthcoming.

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Triastcyn, Aleksei; Faltings, Boi PermLink

Federated Generative Privacy Journal Article Forthcoming

IEEE Intelligent Systems, Forthcoming, ISSN: 1541-1672.

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Antognini, Diego; Faltings, Boi PermLink

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 PermLink

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

Anytime Heuristic for Weighted Matching Through Altruism-Inspired Behavior Conference

The 28th International Joint Conference on Artificial Intelligence (IJCAI '19), 2019.

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Triastcyn, Aleksei; Faltings, Boi PermLink

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 PermLink

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 PermLink

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 PermLink

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

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

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Filos-Ratsikas, Aris; Goldberg, Paul W PermLink

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 PermLink

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 PermLink

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

The 28th International Joint Conference on Artificial Intelligence (IJCAI '19), 2019.

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Panayiotis Danassis, Boi Faltings  PermLink

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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721 entries « 1 of 29 »