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Fredrik Heintz

International AI Safety Report

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Jan 29, 2025
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EDformer: Embedded Decomposition Transformer for Interpretable Multivariate Time Series Predictions

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Dec 16, 2024
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Fair4Free: Generating High-fidelity Fair Synthetic Samples using Data Free Distillation

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Oct 02, 2024
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Exploratory Visual Analysis for Increasing Data Readiness in Artificial Intelligence Projects

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Sep 05, 2024
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Generating Synthetic Fair Syntax-agnostic Data by Learning and Distilling Fair Representation

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Aug 20, 2024
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Improving Relational Database Interactions with Large Language Models: Column Descriptions and Their Impact on Text-to-SQL Performance

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Aug 08, 2024
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FairX: A comprehensive benchmarking tool for model analysis using fairness, utility, and explainability

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Jun 20, 2024
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Deep Temporal Deaggregation: Large-Scale Spatio-Temporal Generative Models

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Jun 18, 2024
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Bt-GAN: Generating Fair Synthetic Healthdata via Bias-transforming Generative Adversarial Networks

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Apr 26, 2024
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Autonomous 3D Exploration in Large-Scale Environments with Dynamic Obstacles

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Oct 27, 2023
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