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Stopping criterion for active learning based on deterministic
  generalization bounds

Stopping criterion for active learning based on deterministic generalization bounds

15 May 2020
Hideaki Ishibashi
H. Hino
ArXivPDFHTML

Papers citing "Stopping criterion for active learning based on deterministic generalization bounds"

3 / 3 papers shown
Title
Batch Active Learning in Gaussian Process Regression using Derivatives
Batch Active Learning in Gaussian Process Regression using Derivatives
Hon Sum Alec Yu
Christoph Zimmer
D. Nguyen-Tuong
GP
21
1
0
03 Aug 2024
Hitting the Target: Stopping Active Learning at the Cost-Based Optimum
Hitting the Target: Stopping Active Learning at the Cost-Based Optimum
Zac Pullar-Strecker
Katharina Dost
E. Frank
Jörg Simon Wicker
18
10
0
07 Oct 2021
Pac-Bayesian Supervised Classification: The Thermodynamics of
  Statistical Learning
Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning
O. Catoni
148
453
0
03 Dec 2007
1