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Juliana Freire

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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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eTOP: Early Termination of Pipelines for Faster Training of AutoML Systems

Apr 17, 2023
Haoxiang Zhang, Juliana Freire, Yash Garg

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AlphaD3M: Machine Learning Pipeline Synthesis

Nov 03, 2021
Iddo Drori, Yamuna Krishnamurthy, Remi Rampin, Raoni de Paula Lourenco, Jorge Piazentin Ono, Kyunghyun Cho, Claudio Silva, Juliana Freire

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Correlation Sketches for Approximate Join-Correlation Queries

Apr 07, 2021
Aécio Santos, Aline Bessa, Fernando Chirigati, Christopher Musco, Juliana Freire

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Auctus: A Dataset Search Engine for Data Augmentation

Feb 10, 2021
Fernando Chirigati, Rémi Rampin, Aécio Santos, Aline Bessa, Juliana Freire

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Debugging Machine Learning Pipelines

Feb 11, 2020
Raoni Lourenço, Juliana Freire, Dennis Shasha

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AutoML using Metadata Language Embeddings

Oct 08, 2019
Iddo Drori, Lu Liu, Yi Nian, Sharath C. Koorathota, Jie S. Li, Antonio Khalil Moretti, Juliana Freire, Madeleine Udell

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Visus: An Interactive System for Automatic Machine Learning Model Building and Curation

Jul 05, 2019
Aécio Santos, Sonia Castelo, Cristian Felix, Jorge Piazentin Ono, Bowen Yu, Sungsoo Hong, Cláudio T. Silva, Enrico Bertini, Juliana Freire

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Automatic Machine Learning by Pipeline Synthesis using Model-Based Reinforcement Learning and a Grammar

May 24, 2019
Iddo Drori, Yamuna Krishnamurthy, Raoni Lourenco, Remi Rampin, Kyunghyun Cho, Claudio Silva, Juliana Freire

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