bias-correction
#计算机科学#A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
#计算机科学#Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded deep monocular 3D human pose estimation wth evolutionary training data"
Climate science package for Julia
#自然语言处理#Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰
A collection of bias correction techniques written in Python - for climate sciences.
#计算机科学#Evidence-based tools and community collaboration to end algorithmic bias, one data scientist at a time.
#计算机科学#Multi-Calibration & Multi-Accuracy Boosting for R
Climate Data Bias Corrector: A tool to bias correct the Global Climate Model (GCM)/ Regional Climate Model (RCM) simulated future climatic daily projections.
#大语言模型#HonestyMeter: An NLP-powered framework for evaluating objectivity and bias in media content, detecting manipulative techniques, and providing actionable feedback.
Examples of unfairness detection for a classification-based credit model
Comparison of weather station and gridded climate datasets
Reveal to Revise: An Explainable AI Life Cycle for Iterative Bias Correction of Deep Models. Paper presented at MICCAI 2023 conference.
#计算机科学#A simple bias correction of temperature, dew point, and 10m wind speeds for the GFS, HRRR, and ECMWF models for two US locations.
Short description for quick search
#自然语言处理#Master thesis: Exploring bias in German NLG (GPT-3 & GerPT-2). Applies regard classification and bias mitigation triggers.
Bias correction method using quantile mapping
CAVAanalytics is a comprehensive framework for climate data analysis, offering streamlined access to data, advanced processing and visualization capabilities. It is designed to support a wide range of...
Scan your AI/ML models for problems before you put them into production.
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