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Active Learning for Skewed Data Sets

Active Learning for Skewed Data Sets

23 May 2020
Abbas Kazerouni
Qi Zhao
Jing Xie
Sandeep Tata
Marc Najork
ArXiv (abs)PDFHTML

Papers citing "Active Learning for Skewed Data Sets"

7 / 7 papers shown
Generalization Error Bounds for Learning under Censored Feedback
Generalization Error Bounds for Learning under Censored Feedback
Yifan Yang
Ali Payani
Parinaz Naghizadeh Ardabili
392
0
0
14 Apr 2024
EXMOS: Explanatory Model Steering Through Multifaceted Explanations and
  Data Configurations
EXMOS: Explanatory Model Steering Through Multifaceted Explanations and Data Configurations
Aditya Bhattacharya
Simone Stumpf
Lucija Gosak
Gregor Stiglic
K. Verbert
237
31
0
01 Feb 2024
Learning Objective-Specific Active Learning Strategies with Attentive
  Neural Processes
Learning Objective-Specific Active Learning Strategies with Attentive Neural Processes
Tim Bakker
H. V. Hoof
Max Welling
227
2
0
11 Sep 2023
Towards customizable reinforcement learning agents: Enabling preference
  specification through online vocabulary expansion
Towards customizable reinforcement learning agents: Enabling preference specification through online vocabulary expansion
Utkarsh Soni
Nupur Thakur
S. Sreedharan
L. Guan
Mudit Verma
Matthew Marquez
Subbarao Kambhampati
262
6
0
27 Oct 2022
Mining Minority-class Examples With Uncertainty Estimates
Mining Minority-class Examples With Uncertainty Estimates
Gursimran Singh
Lingyang Chu
Lanjun Wang
Jian Pei
Qi Tian
Yong Zhang
95
1
0
15 Dec 2021
Adaptive Data Debiasing through Bounded Exploration
Adaptive Data Debiasing through Bounded ExplorationNeural Information Processing Systems (NeurIPS), 2021
Yifan Yang
Yang Liu
Parinaz Naghizadeh
FaML
249
9
0
25 Oct 2021
Active Learning for Human-in-the-Loop Customs Inspection
Active Learning for Human-in-the-Loop Customs InspectionIEEE Transactions on Knowledge and Data Engineering (TKDE), 2020
Sundong Kim
Tung Mai
Sungwon Han
Sungwon Park
Thien Khanh
Jaechan So
Karandeep Singh
M. Cha
296
9
0
27 Oct 2020
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