Lifted Junction Tree Algorithm. - Tanya Braun; Ralf Möller 001 (KI, 2016)

Counting and Conjunctive Queries in the Lifted Junction Tree Algorithm. - Tanya Braun; Ralf Möller 001 (GKR, 2017)

Unsupervised Text Annotation. - Tanya Braun; Felix Kuhr; Ralf Möller 001 (DKB/KIK@KI, 2017)

Preventing Groundings and Handling Evidence in the Lifted Junction Tree Algorithm. - Tanya Braun; Ralf Möller 001 (KI, 2017)

Adaptive Inference on Probabilistic Relational Models. - Tanya Braun; Ralf Möller 001 (Australasian Conference on Artificial Intelligence, 2018)

Answering Multiple Conjunctive Queries with the Lifted Dynamic Junction Tree Algorithm. - Marcel Gehrke; Tanya Braun; Ralf Möller 001 (Australasian Conference on Artificial Intelligence, 2018)

Preventing Unnecessary Groundings in the Lifted Dynamic Junction Tree Algorithm. - Marcel Gehrke; Tanya Braun; Ralf Möller 001 (Australasian Conference on Artificial Intelligence, 2018)

Lifted Most Probable Explanation. - Tanya Braun; Ralf Möller 001 (ICCS, 2018)

Lifted Dynamic Junction Tree Algorithm. - Marcel Gehrke; Tanya Braun; Ralf Möller 001 (ICCS, 2018)

Parameterised Queries and Lifted Query Answering. - Tanya Braun; Ralf Möller 001 (IJCAI, 2018)

Towards lifted maximum expected utility. - Marcel Gehrke; Tanya Braun; Ralf Möller 001; Alexander Waschkau; Christoph Strumann; Jost Steinhäuser (AIH@IJCAI, 2018)

Lifted Maximum Expected Utility. - Marcel Gehrke; Tanya Braun; Ralf Möller 001; Alexander Waschkau; Christoph Strumann; Jost Steinhäuser (AIH@IJCAI (Revised Selected Papers), 2018)

Fusing First-Order Knowledge Compilation and the Lifted Junction Tree Algorithm. - Tanya Braun; Ralf Möller 001 (KI, 2018)

Towards Preventing Unnecessary Groundings in the Lifted Dynamic Junction Tree Algorithm. - Marcel Gehrke; Tanya Braun; Ralf Möller 001 (KI, 2018)

Answering Hindsight Queries with Lifted Dynamic Junction Trees. - Marcel Gehrke; Tanya Braun; Ralf Möller 001 (CoRR, 2018)

Uncertain Evidence for Probabilistic Relational Models. - Marcel Gehrke; Tanya Braun; Ralf Möller 001 (Canadian AI, 2019)

Lifted Temporal Maximum Expected Utility. - Marcel Gehrke; Tanya Braun; Ralf Möller 001 (Canadian AI, 2019)

Exploring Unknown Universes in Probabilistic Relational Models. - Tanya Braun; Ralf Möller 001 (Australasian Conference on Artificial Intelligence, 2019)

Efficient Multiple Query Answering in Switched Probabilistic Relational Models. - Marcel Gehrke; Tanya Braun; Ralf Möller 001 (Australasian Conference on Artificial Intelligence, 2019)

To Extend or Not to Extend? Context-Specific Corpus Enrichment. - Felix Kuhr; Tanya Braun; Magnus Bender; Ralf Möller 001 (Australasian Conference on Artificial Intelligence, 2019)

StaRAI or StaRDB? - A Tutorial on Statistical Relational AI. - Tanya Braun (BTW (Workshops), 2019)

Relational Forward Backward Algorithm for Multiple Queries. - Marcel Gehrke; Tanya Braun; Ralf Möller 001 (FLAIRS, 2019)

Which Patient to Treat Next? Probabilistic Stream-Based Reasoning for Decision Support and Monitoring. - Marcel Gehrke; Simon Schiff; Tanya Braun; Ralf Möller 001 (ICBK, 2019)

Lifted Temporal Most Probable Explanation. - Marcel Gehrke; Tanya Braun; Ralf Möller 001 (ICCS, 2019)

Einleitung. - Günther Görz; Tanya Braun; Ute Schmid (Handbuch der Künstlichen Intelligenz, 2020)

Lifting Queries for Lifted Inference. - Tanya Braun; Ralf Möller 001 (ECAI, 2020)

Taming Reasoning in Temporal Probabilistic Relational Models. - Marcel Gehrke; Ralf Möller 001; Tanya Braun (ECAI, 2020)

Lifted Marginal Filtering for Asymmetric Models by Clustering-Based Merging. - Stefan Lüdtke; Marcel Gehrke; Tanya Braun; Ralf Möller 001; Thomas Kirste (ECAI, 2020)

Restricting the Maximum Number of Actions for Decision Support Under Uncertainty. - Marcel Gehrke; Tanya Braun; Simon Polovina (ICCS, 2020)

Benchmarking Inference Algorithms for Probabilistic Relational Models. - Tristan Potten; Tanya Braun (ICCS, 2020)

Investigating Matureness of Probabilistic Graphical Models for Dry-Bulk Shipping. - Nils Finke; Marcel Gehrke; Tanya Braun; Tristan Potten; Ralf Möller 001 (PGM, 2020)

Augmenting and Automating Corpus Enrichment. - Felix Kuhr; Tanya Braun; Ralf Möller 001 (ICSC, 2020)

Maintaining Topic Models for Growing Corpora. - Felix Kuhr; Magnus Bender; Tanya Braun; Ralf Möller 001 (ICSC, 2020)

Augmenting and Automating Corpus Enrichment. - Felix Kuhr; Tanya Braun; Magnus Bender; Ralf Möller 001 (Int. J. Semantic Comput., 2020)

Rescued from a sea of queries: Exact inference in probabilistic relational models. - Tanya Braun (2020)

A Hybrid Factor Graph Model for Biomedical Activity Detection. - Mareike Stender; Jan Graßhoff; Tanya Braun; Ralf Möller 001; Philipp Rostalski (BHI, 2021)

Dynamic Domain Sizes in Temporal Probabilistic Relational Models. - Nils Finke; Tanya Braun; Marcel Gehrke; Ralf Möller 001 (FLAIRS, 2021)

Concept Drift Detection in Dynamic Probabilistic Relational Models. - Nils Finke; Tanya Braun; Marcel Gehrke; Ralf Möller 001 (FLAIRS, 2021)

Handling Overlaps When Lifting Gaussian Bayesian Networks. - Mattis Hartwig; Tanya Braun; Ralf Möller 001 (IJCAI, 2021)

A First Step Towards Even More Sparse Encodings of Probability Distributions. - Florian Andreas Marwitz; Tanya Braun; Ralf Möller 001 (ILP, 2021)

Identifying Subjective Content Descriptions among Texts. - Magnus Bender; Tanya Braun; Marcel Gehrke; Felix Kuhr; Ralf Möller 001; Simon Schiff (ICSC, 2021)

Context-specific Adaptation of Subjective Content Descriptions. - Felix Kuhr; Magnus Bender; Tanya Braun; Ralf Möller 001 (ICSC, 2021)

Enhancing Relational Topic Models with Named Entity Induced Links. - Felix Kuhr; Mathis Lichtenberger; Tanya Braun; Ralf Möller 001 (ICSC, 2021)

Lifting DecPOMDPs for Nanoscale Systems - A Work in Progress. - Tanya Braun; Stefan Fischer 001; Florian Lau; Ralf Möller 001 (CoRR, 2021)

Identifying and Translating Subjective Content Descriptions Among Texts. - Magnus Bender; Tanya Braun; Marcel Gehrke; Felix Kuhr; Ralf Möller 001; Simon Schiff (Int. J. Semantic Comput., 2021)

Lifted Division for Lifted Hugin Belief Propagation. - Moritz P. Hoffmann; Tanya Braun; Ralf Möller 001 (AISTATS, 2022)

Increasing State Estimation Accuracy in the Inference Algorithm on a Hybrid Factor Graph Model. - Mareike Stender; Mattis Hartwig; Tanya Braun; Ralf Möller 001 (FLAIRS, 2022)

Explainable and Explorable Decision Support. - Tanya Braun; Marcel Gehrke (ICCS, 2022)

Using decPOMDPcoms to holistically model and program nanodevices and emergent nanonetworks. - Florian-Lennert Adrian Lau; Tanya Braun; Ralf Möller 001; Stefan Fischer 001 (NANOCOM, 2022)

Who did it? Identifying the Most Likely Origins of Events. - Marcel Gehrke; Ralf Möller 001; Tanya Braun (PGM, 2022)

To Extend or not to Extend? Complementary Documents. - Magnus Bender; Felix Kuhr; Tanya Braun (ICSC, 2022)

Estimating Context-Specific Subjective Content Descriptions using BERT. - Magnus Bender; Felix Kuhr; Tanya Braun; Ralf Möller 001 (ICSC, 2022)

A Glimpse into Statistical Relational AI: The Power of Indistinguishability. - Tanya Braun (SUM, 2022)

Lifting in multi-agent systems under uncertainty. - Tanya Braun; Marcel Gehrke; Florian Lau; Ralf Möller 001 (UAI, 2022)

Special issue on conceptual structures. - Mehwish Alam; Tanya Braun; Dominik Endres; Bruno Yun (Ann. Math. Artif. Intell., 2022)

To Extend or Not to Extend? Enriching a Corpus with Complementary and Related Documents. - Magnus Bender; Felix Kuhr; Tanya Braun (Int. J. Semantic Comput., 2022)

On Domain-specific Topic Modelling Using the Case of a Humanities Journal. - Nadja Redzuan; Ralf Möller 001; Marcel Gehrke; Tanya Braun (CHAI@KI, 2023)

LESS is More: LEan Computing for Selective Summaries. - Magnus Bender; Tanya Braun; Ralf Möller 001; Marcel Gehrke (KI, 2023)

Unsupervised Estimation of Subjective Content Descriptions. - Magnus Bender; Tanya Braun; Ralf Möller 001; Marcel Gehrke (ICSC, 2023)

Colour Passing Revisited: Lifted Model Construction with Commutative Factors. - Malte Luttermann; Tanya Braun; Ralf Möller 001; Marcel Gehrke (AAAI, 2024)

$DPM: $ Clustering Sensitive Data through Separation. - Johannes Liebenow; Yara Schütt; Tanya Braun; Marcel Gehrke; Florian Thaeter; Esfandiar Mohammadi (CCS, 2024)

Lifted Causal Inference in Relational Domains. - Malte Luttermann; Mattis Hartwig; Tanya Braun; Ralf Möller 001; Marcel Gehrke (CLeaR, 2024)

ReFrESH - Relation-preserving Feedback-reliant Enhancement of Subjective Content Descriptions. - Magnus Bender; Tanya Braun; Ralf Möller 001; Marcel Gehrke (ICSC, 2024)

Lifting Partially Observable Stochastic Games. - Nazli Nur Karabulut; Tanya Braun (SUM, 2024)

Estimating Causal Effects in Partially Directed Parametric Causal Factor Graphs. - Malte Luttermann; Tanya Braun; Ralf Möller 001; Marcel Gehrke (SUM, 2024)

An extended view on lifting Gaussian Bayesian networks. - Mattis Hartwig; Ralf Möller 001; Tanya Braun (Artif. Intell., 2024)

Unsupervised Estimation of Subjective Content Descriptions in an Information System. - Magnus Bender; Tanya Braun; Ralf Möller 001; Marcel Gehrke (Int. J. Semantic Comput., 2024)

AI in Healthcare and the Public Sector. - Tanya Braun; Ralf Möller 001 (Künstliche Intell., 2024)

AI in Healthcare and the Public Sector: How to Face the Challenges of High-Risk Applications and What AI Research Can Get Out of It. - Tanya Braun; Ralf Möller 001 (Künstliche Intell., 2024)

Lessons from Resource-Aware Machine Learning for Healthcare: An Interview with Katharina Morik. - Tanya Braun; Ralf Möller 001 (Künstliche Intell., 2024)

Lifting in Support of Privacy-Preserving Probabilistic Inference. - Marcel Gehrke; Johannes Liebenow; Esfandiar Mohammadi; Tanya Braun (Künstliche Intell., 2024)

Enhancement of Subjective Content Descriptions by Using Human Feedback. - Magnus Bender; Tanya Braun; Ralf Möller 001; Marcel Gehrke (Int. J. Semantic Comput., 2025)

Combining Local Symmetry Exploitation and Reinforcement Learning for Optimised Probabilistic Inference - A Work In Progress. - Sagad Hamid; Tanya Braun (CoRR, 2025)

Approximate Lifted Model Construction. - Malte Luttermann; Jan Speller; Marcel Gehrke; Tanya Braun; Ralf Möller 001; Mattis Hartwig (CoRR, 2025)

Lifted Forward Planning in Relational Factored Markov Decision Processes with Concurrent Actions. - Florian Andreas Marwitz; Tanya Braun; Ralf Möller 001; Marcel Gehrke (CoRR, 2025)

Compression versus Accuracy: A Hierarchy of Lifted Models. - Jan Speller; Malte Luttermann; Marcel Gehrke; Tanya Braun (CoRR, 2025)