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Active Learning from Positive and Unlabeled Data

Active Learning from Positive and Unlabeled Data

24 February 2016
Alireza Ghasemi
Hamid R. Rabiee
M. Fadaee
M. T. Manzuri
M. Rohban
ArXiv (abs)PDFHTML

Papers citing "Active Learning from Positive and Unlabeled Data"

10 / 10 papers shown
Multitask Active Learning for Graph Anomaly Detection
Multitask Active Learning for Graph Anomaly Detection
Wenjing Chang
Kay Liu
Kaize Ding
Philip S. Yu
Jianjun Yu
417
10
0
24 Jan 2024
Importance of negative sampling in weak label learning
Importance of negative sampling in weak label learningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Ankit Parag Shah
Fuyu Tang
Zelin Ye
Rita Singh
Bhiksha Raj
168
1
0
23 Sep 2023
Active anomaly detection based on deep one-class classification
Active anomaly detection based on deep one-class classificationPattern Recognition Letters (PRL), 2022
Minkyung Kim
Junsik Kim
Jongmin Yu
Jun Kyun Choi
372
20
0
18 Sep 2023
Deep Anomaly Detection under Labeling Budget Constraints
Deep Anomaly Detection under Labeling Budget ConstraintsInternational Conference on Machine Learning (ICML), 2023
Aodong Li
Chen Qiu
Matthias Kirchler
Padhraic Smyth
Stephan Mandt
Maja R. Rudolph
278
18
0
15 Feb 2023
Sampler Design for Implicit Feedback Data by Noisy-label Robust Learning
Sampler Design for Implicit Feedback Data by Noisy-label Robust Learning
Wenhui Yu
Zheng Qin
NoLa
233
54
0
28 Jun 2020
The Data Representativeness Criterion: Predicting the Performance of
  Supervised Classification Based on Data Set Similarity
The Data Representativeness Criterion: Predicting the Performance of Supervised Classification Based on Data Set SimilarityPLoS ONE (PLOS ONE), 2020
E. Schat
R. Schoot
Wouter M. Kouw
D. Veen
A. Mendrik
OOD
168
25
0
27 Feb 2020
Active Learning of SVDD Hyperparameter Values
Active Learning of SVDD Hyperparameter ValuesInternational Conference on Data Science and Advanced Analytics (DSAA), 2019
Holger Trittenbach
Klemens Böhm
Ira Assent
104
9
0
04 Dec 2019
Active Learning for One-Class Classification Using Two One-Class
  Classifiers
Active Learning for One-Class Classification Using Two One-Class Classifiers
Patrick Schlachter
Bin Yang
148
7
0
10 Jan 2019
An Overview and a Benchmark of Active Learning for Outlier Detection
  with One-Class Classifiers
An Overview and a Benchmark of Active Learning for Outlier Detection with One-Class Classifiers
Holger Trittenbach
Adrian Englhardt
Klemens Böhm
280
3
0
14 Aug 2018
On the Unreported-Profile-is-Negative Assumption for Predictive Cheminformatics
Chao Lan
S. N. Chandrasekaran
Jun Huan
316
2
0
03 Apr 2017
1
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