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An Extension to BADGE Active Learning for Variable-Sized Batches

tylerromero.com · published 5 January 2025

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https://arxiv.org/abs/1906.03671
arxiv.org
https://en.wikipedia.org/wiki/Active_learning_(machine_learning
en.wikipedia.org
Learning with not Enough Data Part 2: Active Learning Read at the source ↗
lilianweng.github.io
http://ilpubs.stanford.edu:8090/778/1/2006-13.pdf
ilpubs.stanford.edu
https://en.wikipedia.org/wiki/Determinantal_point_process
en.wikipedia.org
https://scikit-learn.org/stable/modules/generated/sklearn.cluster.kmeans_plusplus.html
scikit-learn.org
https://huggingface.co/datasets/ylecun/mnist
huggingface.co
https://scikit-learn.org/stable/auto_examples/manifold/plot_compare_methods.html
scikit-learn.org
https://cannoodt.dev/2019/11/lmds-landmark-multi-dimensional-scaling/
cannoodt.dev
https://en.wikipedia.org/wiki/Online_machine_learning
en.wikipedia.org
https://gist.github.com/tyler-romero/1aba44c529c64fb3c29026ec906bcd9c
gist.github.com
https://arxiv.org/abs/1708.00489
arxiv.org
https://arxiv.org/abs/1906.08158
arxiv.org
https://github.com/DeMoriarty/fast_pytorch_kmeans
github.com
https://graphics.stanford.edu/courses/cs468-05-winter/Papers/Landmarks/Silva_landmarks5.pdf
graphics.stanford.edu
http://yann.lecun.com/exdb/mnist/
yann.lecun.com
https://github.com/danilomotta/LMDS
github.com