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1
Falcon: Fair Active Learning using Multi-armed Bandits
ASSOC COMPUTING MACHINERY, 2024
2
Data Collection and Quality Challenges in Deep Learning: A Data-Centric AI Perspective
SPRINGER, 2023
3
강건하고 공정하며 확장 가능한 데이터 중심의 연속 학습
한국정보과학회, 2022
4
A Survey on Data Collection for Machine Learning: a Big Data - AI Integration Perspective
IEEE COMPUTER SOC, 2021
5
Responsible AI Challenges in End-to-end Machine Learning
IEEE Computer Society, 2021
6
Automated Data Slicing for Model Validation: A Big data - AI Integration Approach
IEEE COMPUTER SOC, 2020
7
Inspector Gadget: A Data Programming-based Labeling System for Industrial Images
ASSOC COMPUTING MACHINERY, 2020
8
Data Collection and Quality Challenges for Deep Learning
ASSOC COMPUTING MACHINERY, 2020
9
Data Lifecycle Challenges in Production Machine Learning: A Survey
ASSOC COMPUTING MACHINERY, 2018
10
Managing Google’s data lake: an overview of the Goods system
IEEE Computer Society, 2016
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