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Benjamin Feuer

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TuneTables: Context Optimization for Scalable Prior-Data Fitted Networks

Feb 17, 2024
Benjamin Feuer, Robin Tibor Schirrmeister, Valeriia Cherepanova, Chinmay Hegde, Frank Hutter, Micah Goldblum, Niv Cohen, Colin White

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Scaling TabPFN: Sketching and Feature Selection for Tabular Prior-Data Fitted Networks

Nov 17, 2023
Benjamin Feuer, Chinmay Hegde, Niv Cohen

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Exploring Dataset-Scale Indicators of Data Quality

Nov 07, 2023
Benjamin Feuer, Chinmay Hegde

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ArcheType: A Novel Framework for Open-Source Column Type Annotation using Large Language Models

Nov 06, 2023
Benjamin Feuer, Yurong Liu, Chinmay Hegde, Juliana Freire

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Distributionally Robust Classification on a Data Budget

Aug 07, 2023
Benjamin Feuer, Ameya Joshi, Minh Pham, Chinmay Hegde

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LiT Tuned Models for Efficient Species Detection

Feb 12, 2023
Andre Nakkab, Benjamin Feuer, Chinmay Hegde

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Caption supervision enables robust learners

Oct 13, 2022
Benjamin Feuer, Ameya Joshi, Chinmay Hegde

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A Meta-Analysis of Distributionally-Robust Models

Jun 15, 2022
Benjamin Feuer, Ameya Joshi, Chinmay Hegde

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