robust-optimization

There are 8 repositories under robust-optimization topic.

hiroyuki-kasai / NMFLibrary
NMFLibrary: Non-negative Matrix Factorization (NMF) Library: Version 2.1
nmf optimization-algorithms matrix-factorization data-analysis constrained-optimization gradient-descent matlab-toolbox online-learning stochastic-optimizers robust-optimization sparse-representations orthogonal nonnegative-matrix-factorization nonnegativity-constraints probabilistic-matrix-factorization clustering-algorithm divergence
Language:MATLAB 289
MonteCarloMeasurements.jl
baggepinnen / MonteCarloMeasurements.jl
Propagation of distributions by Monte-Carlo sampling: Real number types with uncertainty represented by samples.
error-analysis error-propagation gpu-acceleration gpu-computing monte-carlo monte-carlo-sampling monte-carlo-simulation numeric-types particle-filter physical-quantities probability-distributions robust-optimization uncertainties uncertainty-propagation uncertainty-sampling
Language:Julia 255
MISTLab / DOOR-SLAM
Distributed, Online, and Outlier Resilient SLAM for Robotic Teams
slam pose-graph-optimization robust-estimation robust-optimization distributed-systems distributed-algorithms computer-vision robotics multi-robot localization mapping
Language:Dockerfile 218
shahsohil / DCC
This repository contains the source code and data for reproducing results of Deep Continuous Clustering paper
autoencoder-clustering clustering dcc embedding pytorch rcc robust-continuous-clustering robust-optimization
Language:Python 206
NeuralTracking
DeformableFriends / NeuralTracking
Official implementation for the NeurIPS 2020 paper Neural Non-Rigid Tracking.
neural-networks non-rigid-shapes robust-optimization
Language:Python 179
WLM1ke / poptimizer
Оптимизация долгосрочного портфеля акций
robust-optimization risk-management portfolio-optimization moex deep-learning
Language:Python 150
PSORLab / EAGO.jl
A development environment for robust and global optimization
mccormick-relaxation implicit-functions global-optimization robust-optimization julia optimization-tools optimization optimizer optimization-methods
Language:Julia 136
wvu-navLab / RobustGNSS
Robust GNSS Processing With Factor Graphs
gnss robust robust-optimization gtsam factor-graph
Language:C++ 122
blades
lishenghui / blades
Blades: A Unified Benchmark Suite for Byzantine Attacks and Defenses in Federated Learning
byzantine-fault-tolerance distributed-systems federated-learning robust-machine-learning fedavg federated federated-learning-simulator robust-optimization model-poisoning-attack robust-federated-learning federated-learning-framework
Language:Python 116
tml-epfl / understanding-fast-adv-training
Understanding and Improving Fast Adversarial Training [NeurIPS 2020]
adversarial-training adversarial-examples robustness robust-optimization
Language:Python 91
cog-imperial / romodel
Modeling robust optimization problems in Pyomo
pyomo robust-optimization
Language:Python 78
JongseongChae / RIME
Implementation of Robust Imitation Learning against Variations in Environment Dynamics
deep-reinforcement-learning imitation-learning reinforcement-learning robust-optimization robustness dynamics-variation robust-imitation-learning
Language:Python 77
ell-hol / mpc-DL-controller
Deep Neural Network architecture as a predictive optimal controller for {HVAC+Solar cell + battery} disturbance afflicted system vs classic Model Predictive Control
deep-learning model-predictive-control optimal-control robust-optimization data-engineering simulated-data python keras keras-tensorflow casadi
Language:Python 67
lerrel / rllab-adv
Code to train RL agents along with Adversarial distrubance agents
reinforcement-learning robust-optimization adversarial-learning
Language:Python 63
XinshaoAmosWang / ProSelfLC-AT
noisy labels; missing labels; semi-supervised learning; entropy; uncertainty; robustness and generalisation.
knowledge-distillation uncertainty entropy missing-labels noisy-labels semi-supervised-learning robust-optimization
Language:HTML 58
cherise215 / advchain
[Medical Image Analysis] Adversarial Data Augmentation with Chained Differentiable Transformations (AdvChain)
pytorch deep-learning adversatial-training robust-optimization data-augmentation differentiable differentiable-data-augmentation 2d 3d
Language:Jupyter Notebook 53
wvu-navLab / ICE
Software Release for "Incremental Covariance Estimation for Robust Localization"
gnss robust robust-optimization gtsam factor-graph ppp gps state-estimation
Language:Shell 52
tuomasr / robust
Robust optimization for power markets
robust-optimization gurobi gurobipy
Language:Python 35
danini / multi-h
The C++ implementation of Multi-H algorithm, which is a multi-plane fitting technique. If you use this work for Academic purposes, please cite Barath, D. and Matas, J. and Hajder, L., Multi-H: Efficient Recovery of Tangent Planes in Stereo Images. 27th British Machine Vision Conference, 2016
homography multi-homography robust-optimization model-finding plane-segmentation multi-plane
Language:C++ 32
edxu96 / MatrixOptim.jl
Data-Driven Decision Making under Uncertainty in Matrix
milp mixed-integer-programming robust-optimization stochastic-optimization stochastic-programming decomposition-algorithm benders-decomposition dantzig-wolfe-decomposition
Language:Python 31
LongPham7 / Distributionally-Robust-Optimization
Experiments with distributionally robust optimization (DRO) for deep neural networks
deep-neural-network adversarial-training adversarial-example robust-optimization
Language:Python 29
tubanlee / REDS_Invariant_Moments
Robust estimations from distribution structures: Invariant moments.
asymptotic asymptotic-analysis moment parametric parametric-modelling robust robust-estimation robust-optimization robust-statistics robustness semiparametric semiparametric-estimation semiparametric-models skewed symmetric unimodal
Language:R 22
tubanlee / REDS_Mean
Robust estimations from distribution structures: Mean.
huber-loss-regression median robust robust-estimation robust-optimization robust-pca robust-regresssion robust-statistics robustness trimmed-mean winsorized-mean hodges-lehmann-estimator l-estimator median-of-means unimodal semiparametric semiparametric-estimation semiparametric-models
Language:R 22
wvu-navLab / Enabling-Robust-State-Estimation-through-Measurement-Error-Covariance-Adaptation
Software release for "Enabling Robust State Estimation through Measurement Error Covariance Adaptation"
gnss robust robust-optimization gtsam factor-graph ppp state-estimation
Language:Shell 21
Reliable-frequency-regulation-through-vehicle-to-grid
lauinger / Reliable-frequency-regulation-through-vehicle-to-grid
Code and data for the article "Reliable frequency regulation through vehicle-to-grid: Encoding legislation with robust constraints" by Dirk Lauinger, François Vuille, and Daniel Kuhn available at https://pubsonline.informs.org/doi/10.1287/msom.2022.0154 and https://arxiv.org/pdf/2005.06042v4.pdf. This project was funded by the Institut VEDECOM.
continuous-time-linear-programming energy-economics energy-storage frequency-regulation robust-optimization vehicle-to-grid
19
Iyengar-Lab / E2E-DRO
End-to-end distributionally robust optimization
machine-learning optimization robust-optimization distributionally-robust pytorch cvxpy
Language:Python 18
neel-dey / robustNTF
PyTorch implementation of Robust Non-negative Tensor Factorization appearing in N. Dey, et al., "Robust Non-negative Tensor Factorization, Diffeomorphic Motion Correction and Functional Statistics to Understand Fixation in Fluorescence Microscopy".
robust-optimization tensor-factorization beta-divergence nonnegativity-constraints non-negative-matrix-factorization l21-norm pytorch non-negative-tensor-factorization parafac majorize-minimization
Language:Jupyter Notebook 18
AhmadYahya97 / CrosswordsGeneration
Crosswords puzzle generator and publisher using Constraints Satisfaction Problem (CSP) technique. With minimal backtracks.
crossword-puzzle crossword-generator csp constraints-solver-algorithm american-style british-style fast robust-optimization artificial-intelligence backtracking-search
Language:Java 17
SforAiDl / decepticonlp
Python Library for Robustness Monitoring and Adversarial Debugging of NLP models
adversarial-attacks deep-learning natural-language-processing python robust-optimization text-processing
Language:Python 15
openturns / otrobopt
Robust optimization module
robust-optimization openturns
Language:C++ 13
xuwkk / Robust_MTD
This repo contains code and visualisation for "Robust moving target defence against false data injection attacks in power grids"
false-data-injection-attack moving-target-defense power-system cyber-physical-systems optimal-power-flow robust-optimization state-estimation
Language:Python 13
ALFA-group / bayesopt-nash-eq
black-box-optimization nash-equilibrium game-theoretic-algorithms game-theory bayesian-optimization robust-optimization gp python algorithm
Language:Jupyter Notebook 12
SachaIZADI / stochastic-optimization
One-week side project to play around stochastic optimization (how to take *good* decisions under uncertainty)
gurobi linear-programming newsvendor-problem stochastic-optimization conditional-value-at-risk knapsack-problem mixed-integer-programming robust-optimization value-at-risk
Language:Python 11
AndrewZhou924 / RGIB
[NeurIPS 2023] Combating Bilateral Edge Noise for Robust Link Prediction
edge-noise graph-neural-networks graph-noise label-noise robust-optimization
Language:Python 10
etheban / OpenCossan
OpenCossan represents the core of COSSAN software. All the algorithms and methods have been coded in a matlab toolbox allowing numerical analysis, reliability analysis, simulation, sensitivity, optimization, robust design and much more. Released under the LGPL license, the engine can be used, modified and redistributed free of charge. It is supported by an extensive documentation and tutorials.
reliability monte-carlo-simulation uncertainty-quantification sensitivity-analysis robust-optimization simulation
Language:MATLAB 10
tubanlee / REDS_Central_Moments
Robust estimations from distribution structures: Central moments.
moment moments robust robust-estimation robust-optimization robust-pca robust-regresssion robust-statistics robustness nonparametric nonparametric-statistics semiparametric semiparametric-estimation unimodal
Language:R 10