Publications

Symbolic Dynamic Programming for First-order POMDPs

In: Maria Fox; David Poole (Hrsg.). Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence (AAAI-2010), July 11-15, Atlanta, Georgia, USA, Pages 1140-1146, AAAI Press, 2010.

Kristian Kersting; Youssef El Massaoudi; Fabian Hadiji; Babak Ahmadi

Informed Lifting for Message-Passing

In: Maria Fox; David Poole (Hrsg.). Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence (AAAI-2010), July 11-15, Atlanta, Georgia, USA, Pages 1181-1186, AAAI Press, 2010.

Fabian Hadiji; Kristian Kersting; Babak Ahmadi

Lifted Message Passing for Satisfiability

In: Statistical Relational Artificial Intelligence, Papers from the 2010 AAAI Workshop. AAAI Conference on Artificial Intelligence (AAAI-2010), July 12, Atlanta, Georgia, USA, AAAI Technical Report, Vol. WS-10-06, AAAI, 2010.

Mirwaes Wahabzada; Kristian Kersting

Larger Residuals, Less Work: Active Document Scheduling for Latent Dirichlet Allocation

In: Dimitrios Gunopulos; Thomas Hofmann; Donato Malerba; Michalis Vazirgiannis (Hrsg.). Machine Learning and Knowledge Discovery in Databases - European Conference. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD-2011), September 5-9, Athens, Greece, Pages 475-490, Lecture Notes in Computer Science, Vol. 6913, Springer, 2011.

Babak Ahmadi; Salah Zayakh; Fabian Hadiji; Kristian Kersting

O Scientist, Where Art Thou? Affiliation Propagation for Geo-Referencing Scientific Publications

In: Myra Spiliopoulou; Andreas Nürnberger; René Schult (Hrsg.). Report of the symposium "Lernen, Wissen, Adaptivität 2011" of the GI special interest groups KDML, IR and WM. GI-Workshop-Tage "Lernen, Wissen, Adaptivität" (LWA-2011), September 28-30, Pages 133-136, Fakultät für Informatik, Otto-von-Guericke-Universität Magdeburg, 2011.

Adriano Lucieri; Andreas Dengel; Sheraz Ahmed

Translating theory into practice: assessing the privacy implications of concept-based explanations for biomedical AI

In: Juan Guillermo Diaz Ochoa (Hrsg.). Frontiers in Bioinformatics, Vol. 3, Pages 1-19, Frontiers Media SA, 7/2023.

Christian Jilek; Markus Schröder; Heiko Maus; Sven Schwarz; Andreas Dengel

Towards Self-organizing Personal Knowledge Assistants in Evolving Corporate Memories

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2308.01732, Pages 1-73, arXiv, 2023.

Roswitha Duwenbeck; Elsa Andrea Kirchner

Auditive emotion recognition for emphatic AI-assistants

In: Proceedings of the Sixteenth International Conference on Advances in Human-oriented and Personalized Mechanisms, Technologies, and Services - CENTRIC 2023. International Conference on Advances in Human-oriented and Personalized Mechanisms, Technologies, and Services (CENTRIC-2023), located at SoftNet 2023 Congress, November 13-17, Valencia, Spain, Springer, 11/2023.

Stalin Varanasi; Muhammad Umer Butt; Günter Neumann

AutoQIR: Auto-Encoding Questions with Retrieval Augmented Decoding for Unsupervised Passage Retrieval and Zero-shot Question Generation

In: Large Language Models for Natural Language Processing. International Conference on Recent Advances in Natural Language Processing (RANLP-2023), located at RANLP, September 4-6, Varna, Bulgaria, Pages 1171-1179, ISBN ISBN 978-954-452-092-2, INCOMA Ltd. Shoumen, BULGARIA, 9/2023.

Martin Mladenov; Amir Globerson; Kristian Kersting

Lifted Message Passing as Reparametrization of Graphical Models

In: Nevin L. Zhang; Jin Tian (Hrsg.). Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence. Conference in Uncertainty in Artificial Intelligence (UAI-2014), July 23-27, Quebec City, Quebec, Canada, Pages 603-612, AUAI Press, 2014.