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Carsten Binnig

Technical University Darmstadt

CardBench: A Benchmark for Learned Cardinality Estimation in Relational Databases

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Aug 28, 2024
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COSTREAM: Learned Cost Models for Operator Placement in Edge-Cloud Environments

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Mar 13, 2024
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SPARE: A Single-Pass Neural Model for Relational Databases

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Oct 20, 2023
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Towards Foundation Models for Relational Databases [Vision Paper]

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May 24, 2023
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Towards Multi-Modal DBMSs for Seamless Querying of Texts and Tables

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Apr 28, 2023
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DiffML: End-to-end Differentiable ML Pipelines

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Jul 05, 2022
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Demonstrating CAT: Synthesizing Data-Aware Conversational Agents for Transactional Databases

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Mar 26, 2022
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ASET: Ad-hoc Structured Exploration of Text Collections

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Mar 09, 2022
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It's AI Match: A Two-Step Approach for Schema Matching Using Embeddings

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Mar 08, 2022
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Zero-Shot Cost Models for Out-of-the-box Learned Cost Prediction

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Jan 03, 2022
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