submodularity

There are 0 repository under submodularity topic.

jmschrei / apricot
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.readthedocs.io/en/latest/index.html
python submodular-optimization submodularity data-science machine-learning
Language:Jupyter Notebook 489
joschout / SubmodularMaximization
A collection of optimization algorithms for maximizing unconstrained submodular set functions.
submodular-optimization submodularity submodular-maximization machine-learning artificial-intelligence optimization combinatorial-optimization
Language:Python 16
GemsLab / GLIMPSE-personalized-KGsummarization
Personalized knowledge graph summarization based on historical queries
knowledge-graph summarization-algorithm graph-summarization dpbedia yago freebase personalized-search personalized-summarization submodularity
Language:Python 8
sujoyp / context-active-learning
Non-Uniform Subset Selection for Active Learning in Structured Data
activelearning relational-model submodularity scene-recognition object-recognition activity-recognition document-classification
Language:MATLAB 6
Pratik08 / pytorch-submodular
A GPU accelerated Submodular Optimization toolkit.
cpp submodular-optimization submodularity machine-learning
Language:Python 3
robinlegault / CBCFLP
The simulation-based hybrid submodular (SHS) method for solving choice-based competitive facility location problems (CBCFLP)
facility-location simulation submodularity choice-based-optimization random-utility-maximization
Language:Julia 2
tlrmchlsmth / tms_submod
Routines for submodular set function minimization
submodular-optimization submodularity fujishige-wolfe frank-wolfe
Language:C++ 2
UNCCharlotte-CS-Robotics / Gas-Leak-Estimation
Probabilistic Gas Leak Rate Estimation using Submodular Function Maximization with Routing Constraints
path-planning bayesian-optimization routing-algorithm submodular-optimization methane submodularity
Language:Jupyter Notebook 2
Piyushi-0 / SEA-NN
Code for our AISTATS '22 paper: Improving Attribution Methods by Learning Submodular Functions.
attribution-methods pytorch deep-learning neural-network submodularity aistats
Language:Jupyter Notebook 1
fouratifares / RGL
Randomized Greedy Learning Under Full-bandit Feedback
agent bandit-algorithms bandit-learning machine-learning machine-learning-algorithms machinelearning reinforcement-learning reinforcement-learning-algorithms submodular-optimization submodularity
Language:Python 0
foursixnine / foursixnine.github.io
Another blog, another platform
blogs jekyll-blog jekyll-site linux quality-assurance software-engineering submodularity submodules technology venezuela
Language:SCSS
gaurav71531 / deltaSMF
delta-submodular work codes
submodularity submodular-optimization function-approximation
Language:MATLAB