Collaborative-AI / coldaLinks
Collaborative Data Analysis for All
☆19Updated 2 years ago
Alternatives and similar repositories for colda
Users that are interested in colda are comparing it to the libraries listed below
Sorting:
- Research Pipeline (RPipe)☆24Updated 2 weeks ago
- Federated Learning Systems Paper List☆75Updated last year
- FFB: A Fair Fairness Benchmark for In-Processing Group Fairness Methods.☆31Updated last year
- Code for Adaptive Deep Neural Network Inference Optimization with EENet☆11Updated last year
- Federated Learning Framework Benchmark (UniFed)☆49Updated 2 years ago
- Code Repo for paper Label Leakage and Protection in Two-party Split Learning (ICLR 2022).☆22Updated 3 years ago
- Papers related to federated learning in top conferences (2020-2024).☆69Updated 10 months ago
- 💱 A curated list of data valuation (DV) to design your next data marketplace☆125Updated 6 months ago
- code release for "Unrolling SGD: Understanding Factors Influencing Machine Unlearning" published at EuroS&P'22☆22Updated 3 years ago
- Federated Few-shot Learning for Mobile NLP. Conditionally accepted by MobiCom'23.☆16Updated 2 years ago
- Federated Learning - PyTorch☆14Updated 4 years ago
- ☆17Updated last year
- Methods for removing learned data from neural nets and evaluation of those methods☆37Updated 4 years ago
- ☆65Updated 2 years ago
- Source code for the ICML 2022 paper: "Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering"☆58Updated 2 years ago
- Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems t…☆84Updated last year
- Selective Aggregation for Low-Rank Adaptation in Federated Learning [ICLR 2025]☆42Updated 4 months ago
- A curated list of papers and resources about the distribution shift in machine learning.☆121Updated 2 years ago
- "Efficient Federated Learning for Modern NLP", to appear at MobiCom 2023.☆34Updated 2 years ago
- A curated list of trustworthy deep learning papers. Daily updating...☆372Updated 2 weeks ago
- [ICLR 2023] Test-time Robust Personalization for Federated Learning☆53Updated 2 years ago
- ☆10Updated 2 years ago
- ☆22Updated 4 years ago
- Code for CVPR24 Paper - Resource-Efficient Transformer Pruning for Finetuning of Large Models☆11Updated last year
- ☆162Updated 2 years ago
- [NeurIPS 2021] code for "Taxonomizing local versus global structure in neural network loss landscapes" https://arxiv.org/abs/2107.11228☆19Updated 3 years ago
- Towards Addressing Label Skews in One-Shot Federated Learning (ICLR 2023)☆17Updated last year
- Implementation of the FedPM framework by the authors of the ICLR 2023 paper "Sparse Random Networks for Communication-Efficient Federated…☆29Updated 2 years ago
- A subjective learning guide for generative AI research☆84Updated last year
- Hey,this is a torch implementation of LEAF(a benchmark of FL)☆23Updated 4 years ago