David Berghaus

According to our database, David Berghaus authored at least 9 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Towards Unified Multimodal Financial Forecasting: Integrating Sentiment Embeddings and Market Indicators via Cross-Modal Attention.

Sarthak Khanna, Armin Berger, David Berghaus, Tobias Deußer, Lorenz Sparrenberg, Rafet Sifa

CoRR, August, 2025

Foundation Inference Models for Stochastic Differential Equations: A Transformer-based Approach for Zero-shot Function Estimation.

Patrick Seifner, Kostadin Cvejoski, David Berghaus, César Ojeda, Ramsés J. Sánchez

CoRR, February, 2025

2024

Computation of Laplacian eigenvalues of two-dimensional shapes with dihedral symmetry.

David Berghaus, Robert Stephen Jones, Hartmut Monien, Danylo V. Radchenko

Adv. Comput. Math., June, 2024

Foundation Inference Models for Markov Jump Processes.

David Berghaus, Kostadin Cvejoski, Patrick Seifner, César Ali Marin Ojeda, Ramsés J. Sánchez

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Advancing Risk and Quality Assurance: A RAG Chatbot for Improved Regulatory Compliance.

Lars Hillebrand, Armin Berger, Daniel Uedelhoven, David Berghaus, Ulrich Warning, Tim Dilmaghani Khameneh, Bernd Kliem, Thomas Schmid, Rüdiger Loitz, Rafet Sifa

Proceedings of the IEEE International Conference on Big Data, 2024

Optimizing Rare Disease Patient Matching with Large Language Models.

Armin Berger, Ali Hamza Bashir, David Berghaus, Mowmita, Nazia Afsan, Lorenz Grigull, Lara Fendrich, Henriette Högl, Gundula Ernst, Ralf Schmidt, David Bascom, Tom Anglim Lagones, Tobias Deußer, Thiago Bell, Max Lübbering, Rafet Sifa

Proceedings of the IEEE International Conference on Big Data, 2024

Advancing Personalized Medicine: A Scalable LLM-based Recommender System for Patient Matching.

Armin Berger, David Berghaus, Ali Hamza Bashir, Lorenz Grigull, Lara Fendrich, Tom Anglim Lagones, Henriette Högl, Gundula Ernst, Ralf Schmidt, David Bascom, Tobias Deußer, Thiago Bell, Max Lübbering, Rafet Sifa

Proceedings of the IEEE International Conference on Big Data, 2024

Fine-Tuning Large Language Models for Compliance Checks.

Thiago Bell, David Leonhard, Ali Hamza Bashir, Tim Dilmaghani Khameneh, Mohamed Khaled, Ulrich Warning, Rüdiger Loitz, Sandra Halscheidt, Jana Birr, Armin Berger, Rafet Sifa, David Berghaus

Proceedings of the IEEE International Conference on Big Data, 2024

2023

On the computation of modular forms on noncongruence subgroups.

David Berghaus, Hartmut Monien, Danylo V. Radchenko

Math. Comput., October, 2023