val-iisc/Saddle-LongTail

[NeurIPS 2022] Source code for our paper "Escaping Saddle Points for Effective Generalization on Class-Imbalanced Data"

Language: Python - Size: 12.9 MB - Last synced at: 11 days ago - Pushed at: over 1 year ago - Stars: 24 - Forks: 3

Muhammad-Sheraz-ds/Facial-Emotion-Detection-System

This repository contains the complete project for Emotion Detection using Convolutional Neural Networks (CNNs) and the FER-2013 dataset. The project focuses on addressing class imbalance, applying data augmentation techniques, and leveraging advanced architectures such as VGG16 and ResNet50v2 to improve the robustness and accuracy.

Language: Jupyter Notebook - Size: 5.54 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

philsaurabh/StAlK_KBS

Official Code for "StAlK: Structural Alignment based Self Knowledge distillation for Medical Image Classification" Published at Knowledge Based Systems Journal

Language: Python - Size: 16.6 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

haghish/shapley

Weighted Shapley Values and Weighted Confidence Intervals for Multiple Machine Learning Models and Stacked Ensembles

Language: R - Size: 2.88 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 10 - Forks: 0

gabrielecola/Reinforcement_Learning_Class_imbalance

Language: Jupyter Notebook - Size: 1000 Bytes - Last synced at: 10 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

sagoresarker/federated-learning-thesis-final-year-cse-just

Title: Privacy-Preserving Synthetic Data Generation via Local Random Forest Models in Federated Learning

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karthikvadlamani/revolut-fraudsters-detection

Performed feature engineering, cross-validation (5 fold) on baseline and cost-sensitive (accounting for class imbalance) Decision trees and Logistic Regression models and compared performance. Used appropriate performance metrics i.e., AUC ROC, Average Precision and Balanced Accuracy. Outperformed baseline model.

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M-Hashemzadeh/RCSMOTE

RCSMOTE: Range-Controlled Synthetic Minority Over-sampling Technique for handling the class imbalance problem

Size: 6.28 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0

Aiqz/MGVAE

Code for "Generative Oversampling for Imbalanced Data via Majority-Guided VAE", AISTATS2023.

Language: Python - Size: 48.8 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

Megha-Bose/SMAI-Project Fork of vs666/SMAI-Project

SMAI Project of Team Skynet: Analysing methods to tackle class imbalance for classification problems

Size: 75.1 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0