Pinned Repositories
A-Bayesian-Federated-Learning-Framework-with-Online-Laplace-Approximation
add-gp-bandits
Additive Gaussian Process Bandits - version 1.0
AirfoilOpt
A grid-less flow solver routine in MATLAB based on the Hess-Smith Panel Method which I coupled with an evolutionary optimization algorithm to optimize airfoil shapes for desired criteria.
annotated_deep_learning_paper_implementations
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Awesome-Federated-Learning-on-Graph-and-Tabular-Data
Federated learning on graph and tabular data related papers, frameworks, and datasets.
bayesian-neural-network-pytorch
PyTorch implementation of bayesian neural network.
GenderCARE-ccs24
This repository contains the source code, datasets, and scripts for the paper "GenderCARE: A Comprehensive Framework for Assessing and Reducing Gender Bias in Large Language Models," accepted by ACM CCS 2024 (camera-ready version under preparation).
Gr-based-SAPSO
Codebase for the KBS paper: Granularity-based surrogate-assisted particle swarm optimization for high-dimensional expensive optimization
MATSuMoTo
MATLAB Surrogate Model Toolbox
MGPSLPSO
MGP-SLPSO main code
Jetina's Repositories
Jetina/Gr-based-SAPSO
Codebase for the KBS paper: Granularity-based surrogate-assisted particle swarm optimization for high-dimensional expensive optimization
Jetina/MGPSLPSO
MGP-SLPSO main code
Jetina/bayesian-neural-network-pytorch
PyTorch implementation of bayesian neural network.
Jetina/GenderCARE-ccs24
This repository contains the source code, datasets, and scripts for the paper "GenderCARE: A Comprehensive Framework for Assessing and Reducing Gender Bias in Large Language Models," accepted by ACM CCS 2024 (camera-ready version under preparation).
Jetina/A-Bayesian-Federated-Learning-Framework-with-Online-Laplace-Approximation
Jetina/annotated_deep_learning_paper_implementations
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Jetina/Awesome-Federated-Learning-on-Graph-and-Tabular-Data
Federated learning on graph and tabular data related papers, frameworks, and datasets.
Jetina/d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被60个国家的400所大学用于教学。
Jetina/dive_into_deep_learning
✔️李沐 【动手学深度学习】课程学习笔记：使用pycharm编程，基于pytorch框架实现。
Jetina/EasyFL
An easy-to-use federated learning platform
Jetina/easyFL-1
An experimental platform to quickly realize and compare with popular centralized federated learning algorithms. A realization of federated learning algorithm on fairness (FedFV, Federated Learning with Fair Averaging, https://fanxlxmu.github.io/publication/ijcai2021/) was accepted by IJCAI-21 (https://www.ijcai.org/proceedings/2021/223).
Jetina/EGES
Jetina/ESB-CEO
The MATLAB code for the paper " Bayesian Co-evolutionary Optimization based Entropy Search for High-dimensional Many-objective Optimization" published on Knowlege based systerms(50 days' free access https://authors.elsevier.com/a/1hBE-3OAb998sT)
Jetina/FedALA
AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning
Jetina/Federated-Learning
Overview of Federal Learning
Jetina/hi-ml
HI-ML toolbox for deep learning for medical imaging and Azure integration
Jetina/LSTMForSentAnalysis
用LSTM进行文本的情感分析
Jetina/multi-criteria-dimensionality-reduction
Implementation and supporting materials for the paper Multi-Criteria Dimensionality Reduction with Applications to Fairness, NeurIPS2019 and extend the prior work "The Price of Fair PCA: One Extra Dimension"
Jetina/nsganetv2
[ECCV2020] NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search
Jetina/numpy-ml
Machine learning, in numpy
Jetina/OpenMMLabCourse
OpenMMLab course index and materials
Jetina/Per-FedAvg
PyTorch implementation of Per-FedAvg (Personalized Federated Learning: A Meta-Learning Approach).
Jetina/PFL-Non-IID
Personalized federated learning simulation platform with non-IID and unbalanced dataset
Jetina/PyTorch-BayesianCNN
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
Jetina/PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
Jetina/scikit-opt
Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)
Jetina/Semi-supervised-learning
A Unified Semi-Supervised Learning Codebase (NeurIPS'22)
Jetina/SGL
A scalable graph learning toolkit for extremely large graph datasets. (WWW'22, 🏆 Best Student Paper Award)
Jetina/the-gan-zoo
A list of all named GANs!
Jetina/VSMPSO
code for Variable Surrogate Model-Based Particle Swarm Optimisation for High-Dimensional Expensive Problems