An implementation of the penalty-based bilevel gradient descent (PBGD) algorithm and the iterative differentiation (ITD/RHG) methods.
☆20Feb 13, 2023Updated 3 years ago
Alternatives and similar repositories for penalized-bilevel-gradient-descent
Users that are interested in penalized-bilevel-gradient-descent are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An implementation of SEAL: Safety-Enhanced Aligned LLM fine-tuning via bilevel data selection.☆24Feb 20, 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
- Code for paper "Byzantine-Resilient Decentralized Stochastic Optimization with Robust Aggregation Rules"☆21Apr 19, 2024Updated 2 years ago
- ☆14Oct 7, 2023Updated 2 years ago
- Sharp-MAML: Sharpness-Aware Model-Agnostic Meta Learning☆34Feb 7, 2023Updated 3 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.
- ☆16Apr 12, 2023Updated 3 years ago
- This is the official implementation of ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting☆25Jul 30, 2024Updated 2 years ago
- Bi-level Optimization for Advanced Deep Learning☆46Dec 7, 2021Updated 4 years ago
- ☆34Jan 25, 2024Updated 2 years ago
- ☆15Oct 11, 2021Updated 4 years ago
- ☆21Oct 25, 2021Updated 4 years ago
- ☆10Jul 6, 2021Updated 5 years ago
- Experiments on AutoVC and WaveNet vocoder, compared against the Griffin Lim spectrogram inversion algorithm☆11Jun 18, 2020Updated 6 years ago
- [NeurIPS 2023] Reward-Directed Conditional Diffusion: Provable Distribution Estimation and Reward Improvement☆18Oct 30, 2024Updated 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.
- Implementation for the paper "Fictitious Synthetic Data Can Improve LLM Factuality via Prerequisite Learning"☆11Jan 10, 2025Updated last year
- Python neighbor-joining library. Goal: Efficient O(n^2) neighbor-joining algorithm.☆12May 5, 2014Updated 12 years ago
- Source code for "Taming GANs with Lookahead–Minmax", ICLR 2021.☆15Mar 28, 2021Updated 5 years ago
- ICCV23 "Householder Projector for Unsupervised Latent Semantics Discovery"☆16Updated this week
- Code for "Enhancing In-context Learning via Linear Probe Calibration"☆38Apr 24, 2024Updated 2 years ago
- [ICLR 2025] On Evluating the Durability of Safegurads for Open-Weight LLMs☆13Jun 20, 2025Updated last year
- JAX implementation of "Fine-Tuning Language Models with Just Forward Passes"☆19Jun 10, 2023Updated 3 years ago
- [ICLR 2025] RaSA: Rank-Sharing Low-Rank Adaptation☆10May 19, 2025Updated last year
- Identification of the Adversary from a Single Adversarial Example (ICML 2023)☆10Jul 15, 2024Updated 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.
- ☆13Oct 27, 2022Updated 3 years ago
- [AAAI26] Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilitie…☆11Feb 7, 2026Updated 7 months ago
- Official Implementation of Paper "Learning to Jump: Thinning and Thickening Latent Counts for Generative Modeling" (ICML 2023)☆10Jun 6, 2023Updated 3 years ago
- Code for paper "Concrete Subspace Learning based Interference Elimination for Multi-task Model Fusion"☆14Mar 28, 2024Updated 2 years ago
- Implementations of the algorithms described in the paper: On the Convergence Theory for Hessian-Free Bilevel Algorithms.☆11Nov 1, 2024Updated last year
- ☆12Aug 10, 2023Updated 3 years ago
- Optimization algorithm which fits a ResNet to CIFAR-10 5x faster than SGD / Adam (with terrible generalization)☆14Oct 20, 2023Updated 2 years ago
- Experiments with Super-Universal Newton method.☆13Aug 12, 2022Updated 4 years ago
- Class Balancing GAN with a Classifier In The Loop (UAI 2021)☆12Feb 11, 2022Updated 4 years ago
- 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.
- [ICLR 2025] This repository contains the code to reproduce the results from our paper From Sparse Dependence to Sparse Attention: Unveili…☆12Mar 7, 2025Updated last year
- ☆14May 23, 2024Updated 2 years ago
- [NeurIPS 2023] Official repository for "Distilling Out-of-Distribution Robustness from Vision-Language Foundation Models"☆11Jun 18, 2024Updated 2 years ago
- Code for LLM_Catastrophic_Forgetting via SAM.☆11Jun 7, 2024Updated 2 years ago
- Demo code for the paper: One Thing to Fool them All: Generating Interpretable, Universal, and Physically-Realizable Adversarial Features☆12Nov 30, 2023Updated 2 years ago
- Partial implementation of ODE-GAN technique from the paper Training Generative Adversarial Networks by Solving Ordinary Differential Equa…☆16Nov 12, 2020Updated 5 years ago
- ☆11Jun 20, 2023Updated 3 years ago