robust-estimation
Here are 23 public repositories matching this topic...
MATLAB demo for the paper "Non-smooth M-Estimator for Maximum Consensus Estimation"
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Mar 6, 2019 - C
Code/Examples for A New Approach to Robust Estimation of Parametric Structures
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Jun 5, 2020 - Python
A new take on EEG sleep spindles detection exploiting a generative model (dynamic bayesian network) to characterize reoccurring dynamical regimes of single-channel EEG.
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Oct 20, 2020 - MATLAB
A Robust Dynamic Multi-Modal Data Fusion Algorithm
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May 20, 2021 - MATLAB
Official implementation of the paper: "REGroup: Rank-aggregating Ensemble of Generative Classifiers for Robust Predictions", IEEE WACV, 2022
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Nov 25, 2021 - Jupyter Notebook
FEMDA: Robust classification with Flexible Discriminant Analysis in heterogeneous data. Flexible EM-Inspired Discriminant Analysis is a robust supervised classification algorithm that performs well in noisy and contaminated datasets.
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Feb 10, 2022 - Python
This is an open source library that can be used to autofocus telescopes. It uses a novel algorithm based on robust statistics. For a preprint, see https://arxiv.org/abs/2201.12466 .The library is currently used in Astro Photography tool (APT) https://www.astrophotography.app/
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Jun 29, 2022 - C++
(ICML 2020) Message Passing Least Squares Algorithm for Rotation Averaging
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Aug 5, 2022 - MATLAB
FEMDA: Robust classification with Flexible Discriminant Analysis in heterogeneous data. Flexible EM-Inspired Discriminant Analysis is a robust supervised classification algorithm that performs well in noisy and contaminated datasets.
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Sep 6, 2022 - Python
This library is an implementation of the algorithm described in Distributed Trajectory Estimation with Privacy and Communication Constraints: a Two-Stage Distributed Gauss-Seidel Approach.
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Oct 31, 2022 - C++
Distributed, Online, and Outlier Resilient SLAM for Robotic Teams
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Mar 14, 2023 - Dockerfile
Mean and Covariance Matrix Estimation under Heavy Tails
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May 24, 2023 - R
Code for "EPOS: Estimating 6D Pose of Objects with Symmetries", CVPR 2020.
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Jul 27, 2023 - Python
Stata package for robust stochastic frontier analysis
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Aug 14, 2023 - Stata
Solve many kinds of least-squares and matrix-recovery problems
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Oct 29, 2023 - Julia
Certifiable Outlier-Robust Geometric Perception
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Dec 2, 2023 - MATLAB
Robust estimations from distribution structures: Invariant moments.
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Mar 29, 2024 - R
Robust estimations from distribution structures: Central moments.
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Mar 29, 2024 - R
Robust estimations from distribution structures: Mean.
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Mar 29, 2024 - R
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