submodular-optimization topic

apricot implements submodular optimization for the purpose of selecting subsets of massive data sets to train machine learning models quickly. See the documentation page: https://apricot-select.readth...

jmschrei

NAACL 2019: Submodular optimization-based diverse paraphrasing and its effectiveness in data augmentation

malllabiisc

(IJCAI 2019) Submodular Batch Selection for Training Deep Neural Networks

VamshiTeja

Code for the paper: Combining Graph Degeneracy and Submodularity for Unsupervised Extractive Summarization

Tixierae

Summarize Massive Datasets using Submodular Optimization

decile-team

visual-inertial odometry (VINS-Mono) with motion-aware feature selection

plusk01

A collection of optimization algorithms for maximizing unconstrained submodular set functions.

joschout