Example code for paper "Bilevel Optimization: Nonasymptotic Analysis and Faster Algorithms"
☆50Dec 28, 2021Updated 4 years ago
Alternatives and similar repositories for stocBiO
Users that are interested in stocBiO are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Example Code for paper "Provably Faster Algorithms for Bilevel Optimization"☆15Dec 28, 2021Updated 4 years ago
- Implementations of the algorithms described in the paper: On the Convergence Theory for Hessian-Free Bilevel Algorithms.☆11Nov 1, 2024Updated last year
- Code Repository for NeurIPS 2021 accepted paper, named "Torwards Gradient-based Bilevel Optimization with non-convex Followers and Beyond…☆11Mar 28, 2022Updated 4 years ago
- Benchmark for bi-level optimization solvers☆51May 22, 2025Updated 11 months ago
- ☆16Apr 12, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Bi-level Optimization for Advanced Deep Learning☆46Dec 7, 2021Updated 4 years ago
- Official implementation of "Fair Resource Allocation in Multi-Task Learning" [ICML 2024]☆19Oct 22, 2024Updated last year
- ☆126Jun 3, 2024Updated last year
- 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
- Simulator of experiments presented in "Enabling Long-term Fairness in Dynamic Resource Allocation", ACM SIGMETRICS 2023.☆13Nov 19, 2022Updated 3 years ago
- ☆12Jan 30, 2021Updated 5 years ago
- ☆13Jul 2, 2025Updated 10 months ago
- This is the jump start guide for new graduate students in our group.☆12May 21, 2024Updated last year
- This repo contains papers, books, tutorials and resources on Riemannian optimization.☆60Mar 18, 2026Updated 2 months 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.
- A collection of papers and libraries for performing multi-agent optimization☆18Feb 7, 2026Updated 3 months ago
- Benchmarking of Neural Network Architectures in Reinforcement Learning.☆39Jan 22, 2026Updated 3 months ago
- ☆10Apr 23, 2021Updated 5 years ago
- Repo to accompany paper on Meta Learning with Implicit Gradients (NeurIPS 2019)☆60Jan 19, 2020Updated 6 years ago
- Official implementation of "Exploiting the Signal-Leak Bias in Diffusion Models" (WACV 2024)☆20Apr 10, 2026Updated last month
- Accelerated Bregman Proximal Gradient Methods☆29Jun 12, 2023Updated 2 years ago
- Machine Learning Course From Scratch☆13Jul 24, 2024Updated last year
- Experiments for distributed optimization algorithms☆82May 24, 2023Updated 2 years ago
- ☆12May 23, 2025Updated 11 months ago
- 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.
- [ICML 2023] Decentralized SGD and Average-direction SAM are Asymptotically Equivalent☆20Dec 4, 2023Updated 2 years ago
- ☆17Dec 19, 2024Updated last year
- ☆34Jan 25, 2024Updated 2 years ago
- Source code for paper "Trajectory of Alternating Direction Method of Multipliers and Adaptive Acceleration" of NeurIPS 2019☆10Jan 25, 2024Updated 2 years ago
- Code to accompany the paper "The Information Geometry of Unsupervised Reinforcement Learning"☆20Oct 6, 2021Updated 4 years ago
- Implementation of the Regularized Nonlinear Acceleration algorithm☆13Oct 4, 2018Updated 7 years ago
- Implementation of paper "Probabilistic Active Meta-Learning" (NeurIPS 2020).☆19Dec 2, 2020Updated 5 years ago
- "Predict, then Interpolate: A Simple Algorithm to Learn Stable Classifiers" ICML 2021☆17Jun 1, 2021Updated 4 years ago
- ☆76Dec 7, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Example code to speed up GP inference with gradients for high-dimensional inputs.☆14Jul 12, 2021Updated 4 years ago
- LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning☆37Apr 4, 2024Updated 2 years ago
- Official Implementation of CVPR 2023 paper: "Meta-Learning with a Geometry-Adaptive Preconditioner"☆21May 23, 2023Updated 2 years ago
- Code accompanying the paper "Probabilistic Selection of Inducing Points in Sparse Gaussian Processes".☆24Dec 8, 2022Updated 3 years ago
- Certifying Some Distributional Robustness with Principled Adversarial Training (https://arxiv.org/abs/1710.10571)☆45May 1, 2018Updated 8 years ago
- Difference-of-Entropies (DoE) Estimator☆25Apr 13, 2022Updated 4 years ago
- ☆10Oct 31, 2022Updated 3 years ago