DISCO is a code-free and installation-free browser platform that allows any non-technical user to collaboratively train machine learning models without sharing any private data.
An SDK for multi-agent collaborative perception.
[NeurIPS2021] Learning Distilled Collaboration Graph for Multi-Agent Perception
Privacy Preserving Collaborative Encrypted Network Traffic Classification (Differential Privacy, Federated Learning, Membership Inference Attack, Encrypted Traffic Classification)
a collaborative collection of interview questions collected from both sides of the game: Interviewer(s) and Interviewee.
Secure collaborative training and inference for XGBoost.
Official PyTorch Implementation for DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis - CVPR 2022
Official implementation of our work "Collaborative Fairness in Federated Learning."
Learning to Walk with Dual Agents for Knowledge Graph Reasoning (AAAI'22)
Collective Knowledge repository with actions to unify the access to different predictive analytics engines (scipy, R, DNN) from software, command line and web-services via CK JSON API:
NEBULA: A Platform for Decentralized Federated Learning
My Public Second Brain Framework and Style.
Fedstellar: A Platform for Decentralized Federated Learning
A Collaborative Learning platform: cataloging and remixing of Open Educational Resources (OER), e-mentoring and e-tutoring, Learning Analytics (LA), and more.
Simple and efficient way to learn a new programming language.
Human-Agent Collaborative Deep Reinforcement Learning
The code for the paper "Incentivizing Collaboration in Machine Learning via Synthetic Data Rewards" AAAI'22 Oral Presentation.
Repository of SWE573, Spring semester 2022, Boğaziçi University. This project is about developing a platform where people can learn, teach and socialize, completely for free. On this platform, members can create pages about topics they are learning about and post all kinds of resourses and learning materials.
Changemakers want to solve big social problems. Changemappers help them find & support each other and long-lasting impactful systemic change.
Decentralized and Privacy-Preserving Machine Learning: Exploring the Power of Federated Learning.
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