3 papers
cs.LG2026
JointFM-0.1: A Foundation Model for Multi-Target Joint Distributional Prediction
Stefan Hackmann
Despite the rapid advancements in Artificial Intelligence (AI), Stochastic Differential Equations (SDEs) remain the gold-standard formalism for modeling systems under uncertainty.…
cs.AI2025
syftr: Pareto-Optimal Generative AI
Alexander Conway, Debadeepta Dey, Stefan Hackmann +4
Retrieval-Augmented Generation (RAG) pipelines are central to applying large language models (LLMs) to proprietary or dynamic data. However, building effective RAG flows is complex…
cs.CL2024
HM3: Heterogeneous Multi-Class Model Merging
Stefan Hackmann
Foundation language model deployments often include auxiliary guard-rail models to filter or classify text, detecting jailbreak attempts, biased or toxic output, or ensuring topic…