MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines

17 October 2020

Papers citing "MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines"

9 / 9 papers shown

Title
Scalability and Maintainability Challenges and Solutions in Machine Learning: Systematic Literature Review Karthik Shivashankar Ghadi S. Al Hajj Antonio Martini 20 0 0 15 Apr 2025
NeurDB: An AI-powered Autonomous Data System Bengchin Ooi Shaofeng Cai Gang Chen Yanyan Shen K. Tan ... Naili Xing Cong Yue Lingze Zeng Meihui Zhang Zhanhao Zhao 14 7 0 07 May 2024
ZnTrack -- Data as Code Fabian Zills M. Schäfer S. Tovey Johannes Kästner Christian Holm 27 1 0 19 Jan 2024
EdnaML: A Declarative API and Framework for Reproducible Deep Learning Abhijit Suprem Sanjyot Vaidya A. Venugopal J. Ferreira C. Pu MoE 21 1 0 13 Nov 2022
Management of Machine Learning Lifecycle Artifacts: A Survey Marius Schlegel K. Sattler 19 35 0 21 Oct 2022
BoostMIS: Boosting Medical Image Semi-supervised Learning with Adaptive Pseudo Labeling and Informative Active Annotation Wenqiao Zhang Lei Zhu James Hallinan A. Makmur Shengyu Zhang Qingpeng Cai Beng Chin Ooi 30 79 0 04 Mar 2022
Towards Robust Cross-domain Image Understanding with Unsupervised Noise Removal Lei Zhu Zhaojing Luo Wei Wang Mei-juan Zhang Gang Chen Kaiping Zheng 39 1 0 09 Sep 2021
A Survey on Deep Reinforcement Learning for Data Processing and Analytics Qingpeng Cai Can Cui Yiyuan Xiong Wei Wang Zhongle Xie Meihui Zhang OffRL 21 29 0 10 Aug 2021
AlphaEvolve: A Learning Framework to Discover Novel Alphas in Quantitative Investment Can Cui Wen Wang Meihui Zhang Gang Chen Zhaojing Luo Beng Chin Ooi 16 21 0 30 Mar 2021