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Mihaela van der Schaar

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Why Tabular Foundation Models Should Be a Research Priority

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May 02, 2024
Boris van Breugel, Mihaela van der Schaar

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Shape Arithmetic Expressions: Advancing Scientific Discovery Beyond Closed-Form Equations

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Apr 15, 2024
Krzysztof Kacprzyk, Mihaela van der Schaar

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ODE Discovery for Longitudinal Heterogeneous Treatment Effects Inference

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Mar 16, 2024
Krzysztof Kacprzyk, Samuel Holt, Jeroen Berrevoets, Zhaozhi Qian, Mihaela van der Schaar

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Dissecting Sample Hardness: A Fine-Grained Analysis of Hardness Characterization Methods for Data-Centric AI

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Mar 07, 2024
Nabeel Seedat, Fergus Imrie, Mihaela van der Schaar

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Defining Expertise: Applications to Treatment Effect Estimation

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Mar 01, 2024
Alihan Hüyük, Qiyao Wei, Alicia Curth, Mihaela van der Schaar

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DAGnosis: Localized Identification of Data Inconsistencies using Structures

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Feb 28, 2024
Nicolas Huynh, Jeroen Berrevoets, Nabeel Seedat, Jonathan Crabbé, Zhaozhi Qian, Mihaela van der Schaar

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Informed Meta-Learning

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Feb 25, 2024
Katarzyna Kobalczyk, Mihaela van der Schaar

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Retrieval-Augmented Thought Process as Sequential Decision Making

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Feb 12, 2024
Thomas Pouplin, Hao Sun, Samuel Holt, Mihaela van der Schaar

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Time Series Diffusion in the Frequency Domain

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Feb 08, 2024
Jonathan Crabbé, Nicolas Huynh, Jan Stanczuk, Mihaela van der Schaar

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Large Language Models to Enhance Bayesian Optimization

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Feb 06, 2024
Tennison Liu, Nicolás Astorga, Nabeel Seedat, Mihaela van der Schaar

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