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
- 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☆52May 22, 2025Updated last year
- ☆16Apr 12, 2023Updated 3 years ago
- Bi-level Optimization for Advanced Deep Learning☆46Dec 7, 2021Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- An implementation of the penalty-based bilevel gradient descent (PBGD) algorithm and the iterative differentiation (ITD/RHG) methods.☆19Feb 13, 2023Updated 3 years ago
- ☆126Jun 3, 2024Updated 2 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
- Zeroth-order Min-max Optimization☆13Jun 28, 2020Updated 5 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
- A collection of stochastic proximal gradient methods for composite non-convex problems.☆24Jun 17, 2020Updated 5 years ago
- This is the jump start guide for new graduate students in our group.☆12May 21, 2024Updated 2 years ago
- This is the official implementation of ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting☆24Jul 30, 2024Updated last year
- 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.
- Minimax Optimization, Stackelberg Games, Generative Adversarial Networks☆19Feb 14, 2020Updated 6 years ago
- ☆22Jul 30, 2023Updated 2 years ago
- This repo contains papers, books, tutorials and resources on Riemannian optimization.☆62Mar 18, 2026Updated 2 months ago
- Benchmarking of Neural Network Architectures in Reinforcement Learning.☆39Jan 22, 2026Updated 4 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
- PyTorch implementation of "Variational Autoencoders with Jointly Optimized Latent Dependency Structure" [ICLR 2019]☆13Jul 14, 2019Updated 6 years ago
- the datasets of our paper☆11Feb 26, 2024Updated 2 years ago
- Accelerated Bregman Proximal Gradient Methods☆29Jun 12, 2023Updated 2 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.
- Machine Learning Course From Scratch☆13Jul 24, 2024Updated last year
- [RSS 2024] Experiments for "iMESA: Incremental Distributed Optimization for Collaborative Simultaneous Localization and Mapping"☆10Mar 24, 2025Updated last year
- Experiments on trade-off among optimization, generalization and conflict aversion in multi-objective learning (MOL), and introducing MoDo…☆15Oct 21, 2023Updated 2 years ago
- [ICML 2023] Decentralized SGD and Average-direction SAM are Asymptotically Equivalent☆20Dec 4, 2023Updated 2 years ago
- ☆34Jan 25, 2024Updated 2 years ago
- Ruler: A Model-Agnostic Method to Control Generated Length for Large Language Models☆41Sep 30, 2024Updated last year
- 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
- 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.
- Implementation of paper "Probabilistic Active Meta-Learning" (NeurIPS 2020).☆19Dec 2, 2020Updated 5 years ago
- Example code to speed up GP inference with gradients for high-dimensional inputs.☆14Jul 12, 2021Updated 4 years ago
- Implementation of SVRG and SAGA optimization algorithms for deep learning topics.☆74Dec 30, 2020Updated 5 years ago
- LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning☆38Apr 4, 2024Updated 2 years ago
- Official Implementation of CVPR 2023 paper: "Meta-Learning with a Geometry-Adaptive Preconditioner"☆21May 23, 2023Updated 3 years ago
- Certifying Some Distributional Robustness with Principled Adversarial Training (https://arxiv.org/abs/1710.10571)☆45May 1, 2018Updated 8 years ago
- ☆10Oct 31, 2022Updated 3 years ago