발행물

전체 논문

58

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