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Mathias Kraus

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IGANN Sparse: Bridging Sparsity and Interpretability with Non-linear Insight

Mar 17, 2024
Theodor Stoecker, Nico Hambauer, Patrick Zschech, Mathias Kraus

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Towards Faithful and Robust LLM Specialists for Evidence-Based Question-Answering

Feb 26, 2024
Tobias Schimanski, Jingwei Ni, Mathias Kraus, Elliott Ash, Markus Leippold

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A Globally Convergent Algorithm for Neural Network Parameter Optimization Based on Difference-of-Convex Functions

Jan 15, 2024
Daniel Tschernutter, Mathias Kraus, Stefan Feuerriegel

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ClimateBERT-NetZero: Detecting and Assessing Net Zero and Reduction Targets

Oct 12, 2023
Tobias Schimanski, Julia Bingler, Camilla Hyslop, Mathias Kraus, Markus Leippold

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Data-Driven Allocation of Preventive Care With Application to Diabetes Mellitus Type II

Aug 14, 2023
Mathias Kraus, Stefan Feuerriegel, Maytal Saar-Tsechansky

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CHATREPORT: Democratizing Sustainability Disclosure Analysis through LLM-based Tools

Jul 28, 2023
Jingwei Ni, Julia Bingler, Chiara Colesanti-Senni, Mathias Kraus, Glen Gostlow, Tobias Schimanski, Dominik Stammbach, Saeid Ashraf Vaghefi, Qian Wang, Nicolas Webersinke, Tobias Wekhof, Tingyu Yu, Markus Leippold

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Paradigm Shift in Sustainability Disclosure Analysis: Empowering Stakeholders with CHATREPORT, a Language Model-Based Tool

Jun 27, 2023
Jingwei Ni, Julia Bingler, Chiara Colesanti-Senni, Mathias Kraus, Glen Gostlow, Tobias Schimanski, Dominik Stammbach, Saeid Ashraf Vaghefi, Qian Wang, Nicolas Webersinke, Tobias Wekhof, Tingyu Yu, Markus Leippold

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chatClimate: Grounding Conversational AI in Climate Science

Apr 28, 2023
Saeid Ashraf Vaghefi, Qian Wang, Veruska Muccione, Jingwei Ni, Mathias Kraus, Julia Bingler, Tobias Schimanski, Chiara Colesanti-Senni, Nicolas Webersinke, Christrian Huggel, Markus Leippold

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