The official implementation of the paper "Topology-aware Generalization of Decentralized SGD"
☆37Mar 29, 2023Updated 3 years ago
Alternatives and similar repositories for Generalization-of-DSGD
Users that are interested in Generalization-of-DSGD are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ECCV 2022] Code for the paper, ReAct: Temporal Action Detection with Relational Queries☆39Oct 19, 2022Updated 3 years ago
- [ICML 2023] Decentralized SGD and Average-direction SAM are Asymptotically Equivalent☆20Dec 4, 2023Updated 2 years ago
- ☆11Dec 23, 2022Updated 3 years ago
- Decentralized SGD and Consensus with Communication Compression: https://arxiv.org/abs/1907.09356☆74Sep 10, 2020Updated 5 years ago
- ☆28Aug 21, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆90Oct 8, 2024Updated last year
- [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"☆83Jul 12, 2022Updated 3 years ago
- Official code implementation for "Efficient and Distributed Multi-Agent Interactive Trajectory Optimization via ADMM and Dynamic Potentia…☆21Nov 5, 2023Updated 2 years ago
- Implementation of the SuRP algorithm by the authors of the AISTATS 2022 paper "An Information-Theoretic Justification for Model Pruning".…☆13May 4, 2022Updated 4 years ago
- Isomorphisms of quiver representations applied to neural networks.☆16Jul 25, 2024Updated last year
- ☆114Sep 12, 2024Updated last year
- Official code for "Federated Learning under Heterogeneous and Correlated Client Availability" (INFOCOM'23)☆29Jan 7, 2023Updated 3 years ago
- "Moshpit SGD: Communication-Efficient Decentralized Training on Heterogeneous Unreliable Devices", official implementation☆30Feb 4, 2025Updated last year
- [RSS 2024] Experiments for "iMESA: Incremental Distributed Optimization for Collaborative Simultaneous Localization and Mapping"☆10Mar 24, 2025Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Official code for "Throughput-Optimal Topology Design for Cross-Silo Federated Learning" (NeurIPS'20)☆32Oct 10, 2022Updated 3 years ago
- PUMA: Fully Decentralized Uncertainty-aware Multiagent Trajectory Planner with Real-time Image Segmentation-based Frame Alignment☆40Jul 19, 2024Updated last year
- FedD3: Federated Learning via Decentralized Dataset Distillation☆30Apr 8, 2023Updated 3 years ago
- ☆219Jun 17, 2025Updated 10 months ago
- [ICLR2023] Official Implementation of Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (http…☆70Feb 27, 2023Updated 3 years ago
- MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation☆17Sep 2, 2024Updated last year
- [ICLR 2025 Spotlight] Code release for "Sharpness-Aware Minimization Efficiently Selects Flatter Minima Late In Training"☆18Feb 20, 2025Updated last year
- Benchmark and analysis of 165 pretrained SSL models. Code for "Evaluating Self-Supervised Learning via Risk Decomposition".☆14Jul 26, 2023Updated 2 years ago
- 本着学习交流的精神,最近写了学校健康系统自动打卡程序(真的不是懒啊(●'◡'●))。当然啊,如果真的有发烧、感冒等其他情况,还是要自己上报呀,听从学校安排。实现原理实际上也不难,selenium其实就是模拟人工点击而已,Python的selenium库包含一些找到网页中的元…☆13Jan 31, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Experiments for distributed optimization algorithms☆82May 24, 2023Updated 2 years ago
- 🎓Automatically Update Distributed Learning Papers Daily using Github Actions (Update Every 12th hours)☆48Updated this week
- Pytorch implementations of some general federated optimization methods.☆57Oct 25, 2024Updated last year
- Code for Federated Generalized Bayesian Learning via Distributed Stein Variational Gradient Descent☆10Nov 19, 2020Updated 5 years ago
- 🎁[ChatGPT4NLU] A Comparative Study on ChatGPT and Fine-tuned BERT☆191Apr 17, 2023Updated 3 years ago
- source code for “Preference-Adaptive Meta-Learning for Cold-Start Recommendation” (IJCAI 2021)☆17Dec 28, 2021Updated 4 years ago
- My attempt to improve the speed of the newton schulz algorithm, starting from the dion implementation.☆38Apr 30, 2026Updated last week
- Reimplementation of simple policy gradient algorithms such as REINFORCE and Actor-Critic methods.☆17Aug 26, 2023Updated 2 years ago
- ManifoldNet Paper Implementation for SPD(n)☆11Nov 10, 2021Updated 4 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- This is a list of awesome prototype-based papers for explainable artificial intelligence.☆41Dec 12, 2022Updated 3 years ago
- Code Repository for ICML 2020 accepted paper, named "A Generic First-Order Algorithmic Framework for Bi-Level Programming Beyond Lower-Le…☆12Jan 4, 2022Updated 4 years ago
- [ICDCS 2023] Evaluation and Optimization of Gradient Compression for Distributed Deep Learning☆10Apr 28, 2023Updated 3 years ago
- FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion (NeurIPS 2024 Spotlight)☆15Mar 31, 2025Updated last year
- Simplified Implementation of FedPAC☆60Nov 30, 2023Updated 2 years ago
- ☆15Apr 17, 2026Updated 3 weeks ago
- [RAL 2024] MACIM: Multi-Agent Collaborative Implicit Mapping Through Distributed Optimizationn☆15Sep 25, 2023Updated 2 years ago