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公開日

Robust Positive-Unlabeled Learning via Noise Negative Sample Self-correction

Zhangchi Zhu, Lu Wang, Pu Zhao, Chao Du, Wei Zhang, Hang Dong, Bo Qiao, Qingwei Lin 林庆维, S. Rajmohan, Dongmei Zhang

KDD’23 | August 2023

公開日

Demonstration of CORNET: Learning Spreadsheet Formatting Rules by Example

Mukul Singh, José Cambronero, Carina Negreanu, Sumit Gulwani, Gust Verbruggen

49th International Conference on Very Large Data Bases – Demo Track | August 2023

動画

公開日

Auto-Validate by-History: Auto Program Data Quality Constraints to Validate Recurring Data Pipelines

Dezhan Tu, Yeye He, Weiwei Cui, Song Ge, Haidong Zhang, Shi Han, Dongmei Zhang, Surajit Chaudhuri

KDD 2023 | August 2023

プロジェクト

公開日

Databases on Modern Networks: A Decade of Research that now comes into Practice

Alberto Lerner, Carsten Binnig, Phillipe Cudré-Mauroux, Rana Hussein, Matthias Jasny, Theo Jepsen, Dan R. K. Ports, Lasse Thorup, Tobias Ziegler

Very Large Data Bases | August 2023

Tutorial

プロジェクト

公開日

DataVinci: Learning Syntactic and Semantic String Repairs

Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Gust Verbruggen

Preprint | August 2023

公開日

Auto-BI: Automatically Build BI-Models Leveraging Local Join Prediction and Global Schema Graph

Yiming Lin, Yeye He, Surajit Chaudhuri

VLDB 2023 | August 2023

プロジェクト

公開日

Auto-Validate by-History: Auto-Program Data Quality Constraints to Validate Recurring Data Pipelines

Dezhan Tu, Yeye He, Weiwei Cui, Song Ge, Haidong Zhang, Han Shi, Dongmei Zhang, Surajit Chaudhuri

KDD 2023 | August 2023

公開日

Auto-Tables: Synthesizing Multi-Step Transformations to Relationalize Tables without Using Examples

Peng Li, Yeye He, Cong Yan, Yue Wang, Surajit Chaudhuri

VLDB 2023 | August 2023

Best Paper Award

プロジェクト

公開日

A Systematic Evaluation of Machine Learning on Serverless Infrastructure

Jiawei Jiang, Shaoduo Gan, Bo Du, Gustavo Alonso, Ana Klimovic, Ankit Singla, Wentao Wu, Sheng Wang, Ce Zhang

VLDB Journal | August 2023, 巻33(2): pp. 425-449

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