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Samuel Müller

Bayes' Power for Explaining In-Context Learning Generalizations

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Oct 02, 2024
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Efficient Bayesian Learning Curve Extrapolation using Prior-Data Fitted Networks

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Oct 31, 2023
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PFNs4BO: In-Context Learning for Bayesian Optimization

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Jun 09, 2023
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GPT for Semi-Automated Data Science: Introducing CAAFE for Context-Aware Automated Feature Engineering

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May 05, 2023
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On the Importance of Hyperparameters and Data Augmentation for Self-Supervised Learning

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Jul 16, 2022
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Meta-Learning a Real-Time Tabular AutoML Method For Small Data

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Jul 05, 2022
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Transformers Can Do Bayesian Inference

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Jan 25, 2022
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In-Loop Meta-Learning with Gradient-Alignment Reward

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Feb 05, 2021
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Byte-Pair Encoding for Text-to-SQL Generation

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Nov 16, 2019
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