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Mihaela van der Schaar

Towards a Cascaded LLM Framework for Cost-effective Human-AI Decision-Making

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Jun 16, 2025
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Continuously Updating Digital Twins using Large Language Models

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Jun 11, 2025
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Revolutionizing Clinical Trials: A Manifesto for AI-Driven Transformation

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Jun 10, 2025
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G-Sim: Generative Simulations with Large Language Models and Gradient-Free Calibration

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Jun 10, 2025
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Improving LLM Agent Planning with In-Context Learning via Atomic Fact Augmentation and Lookahead Search

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Jun 10, 2025
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Statistical Hypothesis Testing for Auditing Robustness in Language Models

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Jun 09, 2025
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The AI Imperative: Scaling High-Quality Peer Review in Machine Learning

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Jun 09, 2025
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Preference Learning for AI Alignment: a Causal Perspective

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Jun 06, 2025
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Truly Self-Improving Agents Require Intrinsic Metacognitive Learning

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Jun 05, 2025
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Position: All Current Generative Fidelity and Diversity Metrics are Flawed

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May 28, 2025
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