Publikationen

Moritz Willig; Tim Nelson Tobiasch; Florian Peter Busch; Jonas Seng; Devendra Singh Dhami; Kristian Kersting

Systems with Switching Causal Relations: A Meta-Causal Perspective

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2410.13054, Pages 1-21, arXiv, 2024.

Hikaru Shindo; Quentin Delfosse; Devendra Singh Dhami; Kristian Kersting

BlendRL: A Framework for Merging Symbolic and Neural Policy Learning

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2410.11689, Pages 1-32, arXiv, 2024.

Subarnaduti Paul; Manuel Brack; Patrick Schramowski; Kristian Kersting; Martin Mundt

Core Tokensets for Data-efficient Sequential Training of Transformers

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2410.05800, Pages 1-16, arXiv, 2024.

Nils Dycke; Matej Zecevic; Ilia Kuznetsov; Beatrix Suess; Kristian Kersting; Iryna Gurevych

Diagnostic Reasoning in Natural Language: Computational Model and Application

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2409.05367, Pages 1-27, arXiv, 2024.

Subhabrata Dutta; Timo Kaufmann; Goran Glavas; Ivan Habernal; Kristian Kersting; Frauke Kreuter; Mira Mezini; Iryna Gurevych; Eyke Hüllermeier; Hinrich Schütze

Problem Solving Through Human-AI Preference-Based Cooperation

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2408.07461, Pages 1-34, arXiv, 2024.

Harsh Poonia; Moritz Willig; Zhongjie Yu; Matej Zecevic; Kristian Kersting; Devendra Singh Dhami

(chi)SPN: Characteristic Interventional Sum-Product Networks for Causal Inference in Hybrid Domains

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2408.07545, Pages 1-17, arXiv, 2024.

Björn Deiseroth; Manuel Brack; Patrick Schramowski; Kristian Kersting; Samuel Weinbach

T-FREE: Tokenizer-Free Generative LLMs via Sparse Representations for Memory-Efficient Embeddings

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2406.19223, Pages 1-23, arXiv, 2024.

Timo Kaufmann; Jannis Blüml; Antonia Wüst; Quentin Delfosse; Kristian Kersting; Eyke Hüllermeier

OCALM: Object-Centric Assessment with Language Models

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2406.16748, Pages 1-29, arXiv, 2024.

Simon Kohaut; Benedict Flade; Devendra Singh Dhami; Julian Eggert; Kristian Kersting

Towards Probabilistic Clearance, Explanation and Optimization

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2406.15088, Pages 1-6, arXiv, 2024.

Amr Gomaa; Bilal Mahdy; Niko Kleer; Antonio Krüger

Towards a surgeon-in-the-loop ophthalmic robotic apprentice using reinforcement and imitation learning

In: 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS-2024), October 14-18, Abu Dhabi, United Arab Emirates, Pages 6939-6946, IEEE, 2024.