A Benchmark and Comparison of Active Learning for Logistic Regression

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A Benchmark and Comparison of Active Learning for Logistic Regression

25 November 2016

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Papers citing "A Benchmark and Comparison of Active Learning for Logistic Regression"

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Title
Near-Polynomially Competitive Active Logistic Regression Yihan Zhou Eric Price Trung Nguyen 92 0 0 07 Mar 2025
Efficient Biological Data Acquisition through Inference Set Design Ihor Neporozhnii Julien Roy Emmanuel Bengio Jason Hartford 85 1 0 25 Oct 2024
Active Learning for Neural PDE Solvers Daniel Musekamp Marimuthu Kalimuthu David Holzmüller Makoto Takamoto Carlos Fernandez AI4CE 127 7 0 02 Aug 2024
Active Multi-Kernel Domain Adaptation for Hyperspectral Image Classification Cheng Deng Xianglong Liu Chao Li Dacheng Tao 35 139 0 10 Apr 2019
Bag-Level Aggregation for Multiple Instance Active Learning in Instance Classification Problems M. Carbonneau Eric Granger G. Gagnon 49 31 0 06 Oct 2017
On Measuring and Quantifying Performance: Error Rates, Surrogate Loss, and an Example in SSL Marco Loog Jesse H. Krijthe A. C. Jensen 41 7 0 13 Jul 2017
A Variance Maximization Criterion for Active Learning Yazhou Yang Marco Loog 30 49 0 23 Jun 2017
Active Decision Boundary Annotation with Deep Generative Models Miriam W. Huijser Jan van Gemert 47 46 0 20 Mar 2017
Generative Adversarial Active Learning Jia Jie Zhu José Bento GAN 60 185 0 25 Feb 2017
Cost-Effective Active Learning for Deep Image Classification Keze Wang Dongyu Zhang Ya Li Ruimao Zhang Liang Lin VLM 90 679 0 13 Jan 2017
Active Transfer Learning with Zero-Shot Priors: Reusing Past Datasets for Future Tasks E. Gavves Thomas Mensink Tatiana Tommasi Cees G. M. Snoek Tinne Tuytelaars VLM 43 69 0 06 Oct 2015
A Testbed for Cross-Dataset Analysis Tatiana Tommasi Tinne Tuytelaars Barbara Caputo 208 95 0 24 Feb 2014
Agnostic Active Learning Without Constraints A. Beygelzimer Daniel J. Hsu John Langford Tong Zhang VLM 120 180 0 14 Jun 2010