Experiments with distributionally robust optimization (DRO) for deep neural networks
☆39May 21, 2019Updated 7 years ago
Alternatives and similar repositories for Distributionally-Robust-Optimization
Users that are interested in Distributionally-Robust-Optimization are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆40Aug 16, 2021Updated 4 years ago
- SDP Code for Distributionally Robust Optimization Technique☆11Aug 25, 2018Updated 7 years ago
- Principled learning method for Wasserstein distributionally robust optimization with local perturbations (ICML 2020)☆21Mar 24, 2023Updated 3 years ago
- ☆90Mar 4, 2019Updated 7 years ago
- Code for the papers "Modeling the Second Player in Distributionally Robust Optimization" and "Distributionally Robust Models with Paramet…☆29Apr 14, 2022Updated 4 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.
- Coresets for Wasserstein Distributionally Robust Optimization Problems☆14Oct 9, 2022Updated 3 years ago
- ☆14Jan 24, 2020Updated 6 years ago
- Notes for Distributionally Robust Optimization (DRO) 分布鲁棒优化学习笔记☆55Mar 29, 2023Updated 3 years ago
- Repository containing supplementary data and code for "A Robust Approach to Chance Constrained Optimal Power Flow with Renewable Generati…☆30Apr 21, 2017Updated 9 years ago
- Solving Optimal Power Flow with Convex Restriction☆22Mar 30, 2021Updated 5 years ago
- ☆10Mar 25, 2024Updated 2 years ago
- End-to-end distributionally robust optimization☆39Apr 15, 2023Updated 3 years ago
- Electronic companion for research paper "Energy and Reserves Dispatch with Distributionally Robust Joint Chance Constraints"☆52Apr 29, 2018Updated 8 years ago
- ☆62Dec 2, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆26Jan 8, 2024Updated 2 years ago
- Data-driven decision making under uncertainty using matrices☆31Nov 15, 2024Updated last year
- ☆31Nov 27, 2024Updated last year
- Multi-resource Dynamic Coordinated Planning of Flexible Distribution Network☆15Jun 11, 2024Updated last year
- The Code for Homeomorphic Projection☆13Sep 21, 2023Updated 2 years ago
- Convert CVXPY expressions to PyTorch expressions☆18Jul 8, 2025Updated 10 months ago
- Codes for the paper "Data-Driven Sample Average Approximation with Covariate Information"☆12Aug 13, 2022Updated 3 years ago
- ☆25Jan 2, 2019Updated 7 years ago
- Code of the paper: Stochastic AC Optimal Power Flow: A Data-Driven Approach☆19Mar 27, 2020Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Certifying Some Distributional Robustness with Principled Adversarial Training (https://arxiv.org/abs/1710.10571)☆45May 1, 2018Updated 8 years ago
- Source code and simulation scripts for "A Distributionally Robust Optimization Approach for Unit Commitment in Microgrids"☆51Nov 10, 2020Updated 5 years ago
- A package of distributionally robust optimization (DRO) methods. Implemented via cvxpy and PyTorch☆159Mar 8, 2026Updated 2 months ago
- PyTorch implementation of efficient algorithms for DRO with CVaR and Chi-Square uncertainty sets☆65Oct 21, 2022Updated 3 years ago
- learn from xprog and bertsimas's paper(price of robustness)☆20Jan 17, 2019Updated 7 years ago
- Using Alternating Direction Method of Multipliers to solve AC Optimal Power Flow Problem☆86Jan 15, 2018Updated 8 years ago
- ☆16May 3, 2024Updated 2 years ago
- [NeurIPS2023] Official code of "Understanding Contrastive Learning via Distributionally Robust Optimization"☆40Oct 18, 2023Updated 2 years ago
- Participation of an Energy Hub in Electricity and Heat Distribution Markets:☆47Nov 17, 2019Updated 6 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.
- Distributional and Outlier Robust Optimization (ICML 2021)☆28Jul 10, 2021Updated 4 years ago
- ☆60Apr 21, 2026Updated last month
- Reinforcement learning project using deep Q-learning to control the operations of an electrical microgrid☆11Jan 3, 2023Updated 3 years ago
- Minimal entropic value at risk (EVaR) portfolio construction under a Gaussian mixture model of returns.☆23May 8, 2024Updated 2 years ago
- Starter pack for distributionally robust chance-constrained optimization using the Wasserstein distance☆14Jul 2, 2024Updated last year
- ☆27Mar 25, 2026Updated last month
- Model Primitive Hierarchical Reinforcement Learning☆13Dec 8, 2022Updated 3 years ago