Hugo Math

According to our database, Hugo Math authored at least 7 papers between 2025 and 2026.

Collaborative distances:

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

2026

Learning to Predict, Discover, and Reason in High-Dimensional Event Sequences.

Hugo Math

CoRR, March, 2026

Multi-Agent Causal Reasoning System for Error Pattern Rule Automation in Vehicles.

Hugo Math, Julian Lorenz, Stefan Oelsner, Rainer Lienhart

CoRR, February, 2026

TRACE: Scalable Amortized Causal Discovery from Single Sequences via Autoregressive Density Estimation.

Hugo Math, Rainer Lienhart

CoRR, February, 2026

Transforming Vehicle Diagnostics: A Multimodal Approach to Error Patterns Prediction.

Hugo Math, Rainer Lienhart

CoRR, February, 2026

2025

One-Shot Multi-Label Causal Discovery in High-Dimensional Event Sequences.

Hugo Math, Robin Schön, Rainer Lienhart

CoRR, September, 2025

Towards Practical Multi-label Causal Discovery in High-Dimensional Event Sequences via One-Shot Graph Aggregation.

Hugo Math, Rainer Lienhart

CoRR, September, 2025

Harnessing Event Sensory Data for Error Pattern Prediction in Vehicles: A Language Model Approach.

Hugo Math, Rainer Lienhart, Robin Schön

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025