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Horst Samulowitz

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Choosing a Classical Planner with Graph Neural Networks

Jan 25, 2024
Jana Vatter, Ruben Mayer, Hans-Arno Jacobsen, Horst Samulowitz, Michael Katz

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Enhancing In-context Learning via Linear Probe Calibration

Jan 22, 2024
Momin Abbas, Yi Zhou, Parikshit Ram, Nathalie Baracaldo, Horst Samulowitz, Theodoros Salonidis, Tianyi Chen

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Matching Table Metadata with Business Glossaries Using Large Language Models

Sep 08, 2023
Elita Lobo, Oktie Hassanzadeh, Nhan Pham, Nandana Mihindukulasooriya, Dharmashankar Subramanian, Horst Samulowitz

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LakeBench: Benchmarks for Data Discovery over Data Lakes

Jul 09, 2023
Kavitha Srinivas, Julian Dolby, Ibrahim Abdelaziz, Oktie Hassanzadeh, Harsha Kokel, Aamod Khatiwada, Tejaswini Pedapati, Subhajit Chaudhury, Horst Samulowitz

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A Vision for Semantically Enriched Data Science

Mar 02, 2023
Udayan Khurana, Kavitha Srinivas, Sainyam Galhotra, Horst Samulowitz

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A Survey on Semantics in Automated Data Science

May 16, 2022
Udayan Khurana, Kavitha Srinivas, Horst Samulowitz

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Single-shot Hyper-parameter Optimization for Federated Learning: A General Algorithm & Analysis

Feb 16, 2022
Yi Zhou, Parikshit Ram, Theodoros Salonidis, Nathalie Baracaldo, Horst Samulowitz, Heiko Ludwig

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FLoRA: Single-shot Hyper-parameter Optimization for Federated Learning

Dec 15, 2021
Yi Zhou, Parikshit Ram, Theodoros Salonidis, Nathalie Baracaldo, Horst Samulowitz, Heiko Ludwig

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AutoAI-TS: AutoAI for Time Series Forecasting

Mar 08, 2021
Syed Yousaf Shah, Dhaval Patel, Long Vu, Xuan-Hong Dang, Bei Chen, Peter Kirchner, Horst Samulowitz, David Wood, Gregory Bramble, Wesley M. Gifford, Giridhar Ganapavarapu, Roman Vaculin, Petros Zerfos

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