robust-optimization | Topic | Ecosyste.ms: Repos

Topic: "robust-optimization"

baggepinnen/MonteCarloMeasurements.jl

Propagation of distributions by Monte-Carlo sampling: Real number types with uncertainty represented by samples.

Language: Julia - Size: 5.25 MB - Last synced at: 30 days ago - Pushed at: 3 months ago - Stars: 280 - Forks: 18

hiroyuki-kasai/NMFLibrary

NMFLibrary: Non-negative Matrix Factorization (NMF) Library: Version 2.1

Language: MATLAB - Size: 121 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 265 - Forks: 95

MISTLab/DOOR-SLAM

Distributed, Online, and Outlier Resilient SLAM for Robotic Teams

Language: Dockerfile - Size: 2.2 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 217 - Forks: 32

shahsohil/DCC

This repository contains the source code and data for reproducing results of Deep Continuous Clustering paper

Language: Python - Size: 50.8 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 206 - Forks: 53

DeformableFriends/NeuralTracking

Official implementation for the NeurIPS 2020 paper Neural Non-Rigid Tracking.

Language: Python - Size: 139 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 173 - Forks: 35

WLM1ke/poptimizer

Оптимизация долгосрочного портфеля акций

Language: Python - Size: 59.9 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 161 - Forks: 32

PSORLab/EAGO.jl

A development environment for robust and global optimization

Language: Julia - Size: 6.19 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 152 - Forks: 18

lishenghui/blades

⚔️ Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learning

Language: Python - Size: 13.1 MB - Last synced at: 7 days ago - Pushed at: 9 months ago - Stars: 148 - Forks: 24

wvu-navLab/RobustGNSS

Robust GNSS Processing With Factor Graphs

Language: C++ - Size: 76.9 MB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 119 - Forks: 43

tml-epfl/understanding-fast-adv-training

Understanding and Improving Fast Adversarial Training [NeurIPS 2020]

Language: Python - Size: 1.47 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 88 - Forks: 10

cog-imperial/romodel

Modeling robust optimization problems in Pyomo

Language: Python - Size: 161 KB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 85 - Forks: 19

JongseongChae/RIME

Implementation of Robust Imitation Learning against Variations in Environment Dynamics

Language: Python - Size: 158 MB - Last synced at: 4 months ago - Pushed at: almost 3 years ago - Stars: 84 - Forks: 2

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

Language: Python - Size: 4.5 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 60 - Forks: 35

XinshaoAmosWang/ProSelfLC-AT

noisy labels; missing labels; semi-supervised learning; entropy; uncertainty; robustness and generalisation.

Language: HTML - Size: 10.4 MB - Last synced at: 5 months ago - Pushed at: about 3 years ago - Stars: 59 - Forks: 2

lerrel/rllab-adv

Code to train RL agents along with Adversarial distrubance agents

Language: Python - Size: 6.26 MB - Last synced at: over 2 years ago - Pushed at: over 8 years ago - Stars: 59 - Forks: 12

wvu-navLab/ICE

Software Release for "Incremental Covariance Estimation for Robust Localization"

Language: Shell - Size: 164 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 53 - Forks: 16

tuomasr/robust

Robust optimization for power markets

Language: Python - Size: 279 KB - Last synced at: 4 months ago - Pushed at: about 6 years ago - Stars: 42 - Forks: 10

cherise215/advchain

[Medical Image Analysis] Adversarial Data Augmentation with Chained Transformations (AdvChain)

Language: Jupyter Notebook - Size: 44.4 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 33 - Forks: 7

jiedxu/MatrixOptim.jl

Data-driven decision making under uncertainty using matrices

Language: Julia - Size: 71.2 MB - Last synced at: 13 days ago - Pushed at: 12 months ago - Stars: 31 - Forks: 7

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

Language: C++ - Size: 77.8 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 31 - Forks: 5

tubanlee/REDS_Mean

Robust estimations from distribution structures: Mean.

Language: R - Size: 6.71 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 22 - Forks: 3

tubanlee/REDS_Invariant_Moments

Robust estimations from distribution structures: Invariant moments.

Language: R - Size: 22.8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 22 - Forks: 2

LongPham7/Distributionally-Robust-Optimization

Experiments with distributionally robust optimization (DRO) for deep neural networks

Language: Python - Size: 72.3 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 21 - Forks: 4

wvu-navLab/Enabling-Robust-State-Estimation-through-Measurement-Error-Covariance-Adaptation

Software release for "Enabling Robust State Estimation through Measurement Error Covariance Adaptation"

Language: Shell - Size: 181 MB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 20 - Forks: 10

kaBeech/tensort

Tunable sorting for responsive robustness and beyond

Language: Haskell - Size: 3.26 MB - Last synced at: 12 days ago - Pushed at: 8 months ago - Stars: 18 - Forks: 0

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".

Language: Jupyter Notebook - Size: 2.25 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 18 - Forks: 4

AhmadYahya97/CrosswordsGeneration

Crosswords puzzle generator and publisher using Constraints Satisfaction Problem (CSP) technique. With minimal backtracks.

Language: Java - Size: 7.46 MB - Last synced at: 6 months ago - Pushed at: over 6 years ago - Stars: 18 - Forks: 5

SforAiDl/decepticonlp

Python Library for Robustness Monitoring and Adversarial Debugging of NLP models

Language: Python - Size: 104 KB - Last synced at: 5 months ago - Pushed at: almost 3 years ago - Stars: 15 - Forks: 9

Reckziegel/epo

Enhanced Portfolio Optimization (EPO)

Language: R - Size: 4.9 MB - Last synced at: 12 days ago - Pushed at: over 1 year ago - Stars: 14 - Forks: 4

lauinger/Reliable-frequency-regulation-through-vehicle-to-grid

Code and data for the article "Reliable Frequency Regulation through Vehicle-to-Grid: From EU Legislation to Robust Optimization" by Dirk Lauinger, François Vuille, and Daniel Kuhn available at https://arxiv.org/pdf/2005.06042.pdf. This project was funded by the Institut VEDECOM.

Size: 165 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 14 - Forks: 4

openturns/otrobopt

Robust optimization module

Language: C++ - Size: 1.06 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 13 - Forks: 6

ALFA-group/bayesopt-nash-eq

Language: Jupyter Notebook - Size: 5.02 MB - Last synced at: about 2 months ago - Pushed at: over 7 years ago - Stars: 13 - Forks: 4

Hiroshi-Okajima/Robust-control-MATLAB_MEC01

model error compensator (matlab codes of journal article) robust control

Language: MATLAB - Size: 235 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 12 - Forks: 1

tubanlee/REDS_Central_Moments

Robust estimations from distribution structures: Central moments.

Language: R - Size: 8.23 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 1

xuwkk/Robust_MTD

This repo contains code and visualisation for "Robust moving target defence against false data injection attacks in power grids"

Language: Python - Size: 426 KB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 10 - Forks: 4

jiedxu/RobustOptim 📦

Introductory (adjustable) robust optimization by matrix computation with box uncertainty and budget of uncertainty.

Language: Julia - Size: 1.98 MB - Last synced at: 10 months ago - Pushed at: over 6 years ago - Stars: 10 - Forks: 2

jorenham/Lmo

Trimmed L-moments and L-comoments for robust statistics.

Language: Python - Size: 5.42 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 9 - Forks: 1

ChanLiang/PEARL

[ICLR 2025] PEARL: Towards Permutation-Resilient LLMs

Language: Python - Size: 734 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 8 - Forks: 0

microprediction/embarrassingly

robust optimization

Language: Python - Size: 817 KB - Last synced at: 15 days ago - Pushed at: almost 5 years ago - Stars: 8 - Forks: 3

OPTML-Group/AdvUnlearn

Official implementation of "Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models"

Language: Jupyter Notebook - Size: 24.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 0

Matthieu-Gallet/GPR-robust-inversion

Package of robust GPR inversion using Huber norm and source separation

Language: Python - Size: 114 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 0

KenChiang1997/Robust-and-Stochastic-Portfolio-Optimization

NTHU 2021 Fall, Robust and Stochastic Portfolio Optimization

Language: Jupyter Notebook - Size: 1.49 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 0

Azizimj/Robust-Simulation-Optimization-Kriging

Robust Simulation Optimization Kriging

Language: MATLAB - Size: 4.88 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 2

WLM1ke/poptimizer_old 📦

Оптимизация долгосрочного портфеля акций

Language: Python - Size: 44.1 MB - Last synced at: 23 days ago - Pushed at: almost 7 years ago - Stars: 6 - Forks: 3

deepmancer/rss-training-iclr2024

This is the official repository for the ICLR 2024 paper Out-Of-Domain Unlabeled Data Improves Generalization.

Language: TeX - Size: 31 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 0

Matrixeigs/Optimization-techniques-and-applications-in-energy-systems

Modelling and optimization for microgrids, energy hubs, distribution systems and transmission systems

Language: JetBrains MPS - Size: 37.1 MB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 0

anishacharya/BGMD-AISTATS-2022

Geometric median (GM) is a classical method in statistics for achieving a robust estimation of the uncorrupted data; under gross corruption, it achieves the optimal breakdown point of 0.5. However, its computational complexity makes it infeasible for robustifying stochastic gradient descent (SGD) for high-dimensional optimization problems. In this paper, we show that by applying Gm to only a judiciously chosen block of coordinates at a time and using a memory mechanism, one can retain the breakdown point of 0.5 for smooth non-convex problems, with non-asymptotic convergence rates comparable to the SGD with GM.

Language: Python - Size: 8.92 MB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 0

Roberock/ControllerRobust

Reliability based design optimization of a non-linear controller

Language: Julia - Size: 7.72 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 4 - Forks: 0

TurboHeat/microgrids

Code for the lab's published articles on the topic of "Economic Dispatch of a Single Micro-Gas Turbine Under CHP Operation"

Language: MATLAB - Size: 378 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 2

kiankhaneghahi/Underactuated-Manipulator-Robot-Control-via-H2-Hinf-H2Hinf-and-mu-Synthesis-Approaches

This project was done as the final project of my Robust Control university course.

Language: MATLAB - Size: 1.88 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 4 - Forks: 1

Pegah-Ardehkhani/Energy-Optimization-OR-and-ML

An energy optimization linear problem using a combination of Operations Research (OR) and Machine Learning (ML) including sensitivity and parametric analysis, stochastic programming, robust optimization, and ML-assisted optimization

Language: Jupyter Notebook - Size: 1.39 MB - Last synced at: 17 days ago - Pushed at: 18 days ago - Stars: 3 - Forks: 0

tmlr-group/RGIB Fork of AndrewZhou924/RGIB

[NeurIPS 2023] Combating Bilateral Edge Noise for Robust Link Prediction

Language: Python - Size: 843 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

enexqnt/Py-vAllocation

Flexible Python library for asset allocation and investor view integration

Language: Python - Size: 1.25 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

rodrigofvc/cmibaco-lre-mogenconvrp

The cMIBACO implementation for lightly robust solutions in MOGenConVRP under uncertainty.

Language: Python - Size: 8.13 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 2 - Forks: 0

hanb16/MKLTwoStageRO.jl

A Julia package for multiple kernel learning aided two-stage robust optimization.

Language: Julia - Size: 602 KB - Last synced at: 29 days ago - Pushed at: 10 months ago - Stars: 2 - Forks: 0

JustinStarreveld/ROBIST

Simple, yet effective, data-driven algorithm for optimization under parametric uncertainty

Language: Python - Size: 10.5 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 1

nautel/RCLED

Pytorch Implementation of Robust Convolutional LSTM Encoder–decoder (RCLED)

Language: Python - Size: 1.64 GB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

AndrewZhou924/RGIB

[NeurIPS 2023] Combating Bilateral Edge Noise for Robust Link Prediction

Language: Python - Size: 843 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 1

lauinger/cost-of-frequency-regulation-through-electricity-storage

Code and data for the article "Frequency Regulation with Storage: On Losses and Profits" by Dirk Lauinger, François Vuille, and Daniel Kuhn, available at https://arxiv.org/pdf/2306.02987.pdf. This project was funded by the Institut VEDECOM.

Language: Jupyter Notebook - Size: 503 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

EricJXShi/Portfolio-Optimization

Optimizing equities portfolios using Mean-Variance Optimization, Robust Mean-Variance Optimization, Risk-Parity (ERC), and One-Fund Theorem

Language: MATLAB - Size: 699 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1

murtuswami/Robust-Facility-Location-Solver

This project implements methods for solving Uncapcaitated Facility Location(UFLP) nominally and under spatial demand uncertainty.

Language: Python - Size: 16.9 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

AhmedImtiazPrio/radius-constrained-kmeans

Codes for "No More Than 6FT Apart: Robust K-Means via Radius Upper Bounds", ICASSP 2022

Language: Jupyter Notebook - Size: 552 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

perezjoan/Robust-SOM-SuperSOM-Clustering

Language: R - Size: 5.41 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 1

rizalzaf/drgm

Distributionally Robust Graphical Models

Language: Julia - Size: 19.5 KB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 2 - Forks: 0

simstevens/ddro-via-bilevel

Open-source implementations accompanying the paper "Solving Decision-Dependent Robust Problems as Bilevel Optimization Problems" by Henri Lefebvre, Martin Schmidt, Simon Stevens and Johannes Thürauf.

Language: JetBrains MPS - Size: 135 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

alphaprime/Sequential-Manipulation-Against-Rank-Aggregation

Code of 'Sequential Manipulation Against Rank Aggregation: Theory and Algorithm'

Language: MATLAB - Size: 0 Bytes - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

americocunhajr/ELEVEN

ELEVEN is a Matlab code for robust optimization and uncertainty quantification of an elevator brake system.

Language: MATLAB - Size: 2.4 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

YasmineBeck/gamma-robust-bilevel-heuristics

Code accompanying the paper "Heuristic Methods for Gamma-Robust Mixed-Integer Linear Bilevel Problems" (with Ivana Ljubic and Martin Schmidt)

Language: Python - Size: 162 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

naotoo1/BNSFRNPC

code for the paper Beyond Neural scaling laws for fast proven robust certification of nearest prototype classifiers

Language: Terra - Size: 2.21 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 2

philip-jordan/decentralized-byzantine-RL

Experiments code for AAMAS'24 paper on "Decentralized Federated Policy Gradient with Byzantine Fault-Tolerance and Provably Fast Convergence"

Language: Python - Size: 1.95 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

rrzta/Machine-Learning---Project-Based

Boosting is one of the methods contained in Ensemble Learning. This technique makes it possible to combine several models into one more robust model.

Language: Jupyter Notebook - Size: 354 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

EgoPer/Contextual-Robust-Optimisation-with-UQ

Code for the experiments in the paper "Contextual Robust Optimisation with Uncertainty Quantification".

Language: Python - Size: 1.32 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

anishacharya/Optimization-Mavericks

This repository provides a unified framework to perform Optimization experiments across Stochastic, Mini-Batch, Decentralized and Federated Setting.

Language: Roff - Size: 8.62 MB - Last synced at: about 2 months ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

zll-hust/Uncertainty-Modeling-and-Optimization

Notes for Robust Optimization.

Size: 13.4 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

SachaIZADI/stochastic-optimization

One-week side project to play around stochastic optimization (how to take *good* decisions under uncertainty)

Language: Python - Size: 15.4 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 2

omyllymaki/optimization-toolkit

Art of finding minimum. Python implementations from scratch.

Language: Python - Size: 1.28 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

saralajew/robust_NPCs

Fast Adversarial Robustness Certification of Nearest Prototype Classifiers for Arbitrary Seminorms [NeurIPS 2020]

Language: Python - Size: 65 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

sreejeetm1729/Robust-Federated-Q-Learning-with-Almost-No-communication

𝚁𝚘𝚋𝚞𝚜𝚝 𝙵𝚎𝚍-𝚀 : A federated Q-learning algorithm that stays reliable even when a small fraction of agents are adversarial. It blends model-based/model-free updates with median-of-means to ensure (i) high-probability exact convergence in the infinite-sample limit and (ii) near-optimal finite-time rates with collaborative sample-complexity.

Language: Jupyter Notebook - Size: 3.31 MB - Last synced at: 25 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0