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Mathias Kraus

Quantifying Visual Properties of GAM Shape Plots: Impact on Perceived Cognitive Load and Interpretability

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Sep 25, 2024
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Challenging the Performance-Interpretability Trade-off: An Evaluation of Interpretable Machine Learning Models

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Sep 22, 2024
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IGANN Sparse: Bridging Sparsity and Interpretability with Non-linear Insight

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Mar 17, 2024
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Towards Faithful and Robust LLM Specialists for Evidence-Based Question-Answering

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Feb 26, 2024
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A Globally Convergent Algorithm for Neural Network Parameter Optimization Based on Difference-of-Convex Functions

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Jan 15, 2024
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ClimateBERT-NetZero: Detecting and Assessing Net Zero and Reduction Targets

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Oct 12, 2023
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Data-Driven Allocation of Preventive Care With Application to Diabetes Mellitus Type II

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Aug 14, 2023
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CHATREPORT: Democratizing Sustainability Disclosure Analysis through LLM-based Tools

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Jul 28, 2023
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Paradigm Shift in Sustainability Disclosure Analysis: Empowering Stakeholders with CHATREPORT, a Language Model-Based Tool

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Jun 27, 2023
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chatClimate: Grounding Conversational AI in Climate Science

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Apr 28, 2023
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