summer school materials
☆46Aug 4, 2023Updated 3 years ago
Alternatives and similar repositories for optML-pku
Users that are interested in optML-pku are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for paper "Byzantine-Resilient Decentralized Stochastic Optimization with Robust Aggregation Rules"☆21Apr 19, 2024Updated 2 years ago
- Code for paper "Byzantine-Resilient Distributed Finite-Sum Optimization over Networks"☆20Nov 5, 2020Updated 5 years ago
- Official code for "Stochastic Localization via Iterative Posterior Sampling"☆13May 2, 2025Updated last year
- Codebase for ICML submission "DOGE: Domain Reweighting with Generalization Estimation"☆21Feb 29, 2024Updated 2 years ago
- ☆27Aug 25, 2023Updated 3 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Code related to ’Beyond spectral gap: The role of the topology in decentralized learning‘.☆14Jun 7, 2022Updated 4 years ago
- Code for AISTATS'25 paper - On the Power of Adaptive Weighted Aggregation in Heterogeneous Federated Learning and Beyond☆14Sep 23, 2025Updated last year
- [ICLR 2024] "Enhancing One-Shot Federated Learning Through Data and Ensemble Co-Boosting"☆12Feb 22, 2024Updated 2 years ago
- Code for Neural Networks journal paper - StoCFL: A stochastically clustered federated learning framework for Non-IID data with dynamic cl…☆13Apr 28, 2024Updated 2 years ago
- ☆10Aug 19, 2023Updated 3 years ago
- Distributed Feedback-Looped Networks☆10Jan 15, 2020Updated 6 years ago
- MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation☆18Sep 2, 2024Updated 2 years ago
- Pytorch distributed backend extension with compression support☆17Mar 24, 2025Updated last year
- HW-aware training extension to AIHWKIT-Lightning for MoEs☆11Sep 18, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Federated Bilevel Optimization☆15Jun 23, 2022Updated 4 years ago
- EPFL Course - Optimization for Machine Learning - CS-439☆1,487Jul 14, 2026Updated 3 months ago
- ☆21Jul 19, 2024Updated 2 years ago
- Summer course on mathematical theory of deep learning☆56Jul 31, 2019Updated 7 years ago
- Associated codebase for Byzantine-resilient distributed / decentralized machine learning papers from INSPIRE Lab☆14Oct 11, 2021Updated 5 years ago
- ☆15May 25, 2022Updated 4 years ago
- ☆12Nov 28, 2015Updated 10 years ago
- KDD 2023 accepted paper, FedCP: Separating Feature Information for Personalized Federated Learning via Conditional Policy☆35Dec 17, 2024Updated last year
- Deep Learning Course, Skoltech, 2024☆16Jun 12, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Official PyTorch implementation of Diffusive Gibbs Sampler (DiGS), proposed in the paper Diffusive Gibbs Sampling (published at ICML 2024…☆11Aug 15, 2024Updated 2 years ago
- ☆11Dec 6, 2020Updated 5 years ago
- Supporting material for Princeton ORF522☆15Sep 28, 2026Updated last month
- ☆50Oct 24, 2023Updated 3 years ago
- The implementation for MLSys 2023 paper: "Cuttlefish: Low-rank Model Training without All The Tuning"☆43Aug 23, 2026Updated 2 months ago
- Optimization methods course at MIPT☆11Apr 24, 2018Updated 8 years ago
- ☆15Oct 11, 2021Updated 5 years ago
- ☆13Jun 13, 2022Updated 4 years ago
- Official code for "Federated Learning under Heterogeneous and Correlated Client Availability" (INFOCOM'23)☆29Jan 7, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Code for EMNLP'24 paper - On Diversified Preferences of Large Language Model Alignment☆16Aug 6, 2024Updated 2 years ago
- DETOX: A Redundancy-based Framework for Faster and More Robust Gradient Aggregation☆16Jul 13, 2020Updated 6 years ago
- ☆15Sep 29, 2022Updated 4 years ago
- Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks☆26Nov 13, 2022Updated 3 years ago
- ☆46Mar 4, 2020Updated 6 years ago
- An easy to use Julia framework for agent based modeling.☆13Dec 22, 2023Updated 2 years ago
- Lectures and materials for the Fall 2014 Skoltech numerical linear algebra course☆15Sep 10, 2015Updated 11 years ago