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Stefan Bauer

Institute for Surgical Technology and Biomechanics, University of Bern, Switzerland

Preference-Guided Diffusion for Multi-Objective Offline Optimization

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Mar 21, 2025
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Panopticon: Advancing Any-Sensor Foundation Models for Earth Observation

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Mar 13, 2025
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Learning Decision Trees as Amortized Structure Inference

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Mar 10, 2025
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Measuring temporal effects of agent knowledge by date-controlled tool use

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Mar 06, 2025
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Causal machine learning for predicting treatment outcomes

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Oct 11, 2024
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Exploring the Effectiveness of Object-Centric Representations in Visual Question Answering: Comparative Insights with Foundation Models

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Jul 22, 2024
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Challenges and Considerations in the Evaluation of Bayesian Causal Discovery

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Jun 05, 2024
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Amortized Active Causal Induction with Deep Reinforcement Learning

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May 26, 2024
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Opportunities for machine learning in scientific discovery

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May 07, 2024
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Derivative-free tree optimization for complex systems

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Apr 05, 2024
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