Code for Model Agnostic Sample Reweighting for Out-of-Distribution Learning
☆44Apr 18, 2023Updated 3 years ago
Alternatives and similar repositories for MAPLE
Users that are interested in MAPLE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Stable Prediction with Model Misspecification and Agnostic Distribution Shift☆26Apr 26, 2020Updated 6 years ago
- Implementation of Effective Sparsification of Neural Networks with Global Sparsity Constraint☆31Mar 24, 2022Updated 4 years ago
- ☆12Jul 17, 2023Updated 3 years ago
- This is the code for the paper Bayesian Invariant Risk Minmization of CVPR 2022.☆50Jun 25, 2023Updated 3 years ago
- Code for the paper "Rethinking Importance Weighting for Deep Learning under Distribution Shift".☆32Apr 9, 2021Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Source code for KDD 2020 paper "Algorithmic Decision Making with Conditional Fairness".☆16Apr 7, 2026Updated 5 months ago
- An implementation of GSKN-Theoretically Improving Graph Neural Networks via Anonymous Walk Graph Kernels☆15Apr 10, 2021Updated 5 years ago
- ☆19May 10, 2024Updated 2 years ago
- The Official Repository for CVPR2023 Paper "NICO++: Towards Better Benchmarking for Domain Generalization".☆43Jul 29, 2023Updated 3 years ago
- This is the code used for the paper "PMGT-VR: A decentralized proximal-gradient algorithmic framework with variance reduction", prepint.☆15Jul 2, 2022Updated 4 years ago
- ☆16Feb 8, 2024Updated 2 years ago
- ☆27Apr 11, 2023Updated 3 years ago
- Learning Domain-Invariant Transformation for Speaker Verification.☆11Jun 13, 2023Updated 3 years ago
- Learning from Failure: Training Debiased Classifier from Biased Classifier (NeurIPS 2020)☆93Oct 22, 2020Updated 5 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.
- [NeurIPS 2023] Understanding and Improving Feature Learning for Out-of-Distribution Generalization☆29May 27, 2025Updated last year
- Single-Source Domain Generalization for Bearing Fault Diagnosis Using Feature-Augmented Adaptive Neuro-Fuzzy Inference System☆12Apr 13, 2024Updated 2 years ago
- The code for the paper 'Heterogeneous Risk Minimization' of ICML2021.☆25Sep 11, 2021Updated 4 years ago
- Learning Representations that Support Robust Transfer of Predictors☆20Nov 7, 2021Updated 4 years ago
- [CVPR'22 Oral] Quantifying and Understanding Two Dimensions of Out-of-Distribution Generalization☆45Oct 30, 2025Updated 10 months ago
- PAC-Bayes generalization certificates for ICP☆22Nov 16, 2023Updated 2 years ago
- DiWA: Diverse Weight Averaging for Out-of-Distribution Generalization☆31Jan 31, 2023Updated 3 years ago
- A collection of open-source algorithms for chest X-ray analysis☆21Oct 10, 2023Updated 2 years ago
- KDD 2022 Invariant Preference Learning for General Debiasing in Recommendation☆22Aug 12, 2022Updated 4 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.
- Distributionally robust neural networks for group shifts☆297Jan 3, 2023Updated 3 years ago
- Official repo of Progressive Data Expansion: data, code and evaluation☆29Nov 16, 2023Updated 2 years ago
- Code for the paper titled "Generalized Depthwise-Separable Convolutions for Adversarially Robust and Efficient Neural Networks" (NeurIPS…☆11Jan 7, 2022Updated 4 years ago
- [ICML2022] "Identity-Disentangled Adversarial Augmentation for Self-Supervised Learning"☆10Jul 24, 2022Updated 4 years ago
- This repository is an unofficial implementation in PyTorch for Learning to Generate Novel Domains for Domain Generalization☆22Oct 10, 2021Updated 4 years ago
- Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective☆11Nov 16, 2022Updated 3 years ago
- C-Mixup for NeurIPS 2022☆74Dec 17, 2023Updated 2 years ago
- Implementation codes for NeurIPS23 paper "Spectral Invariant Learning for Dynamic Graphs under Distribution Shifts"☆14Mar 19, 2024Updated 2 years ago
- Official Pytorch implementation of "Unbiased Classification Through Bias-Contrastive and Bias-Balanced Learning (NeurIPS 2021)☆37Oct 26, 2021Updated 4 years 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.
- Towards Unified and Effective Domain Generalization☆34Nov 27, 2023Updated 2 years ago
- Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural Network☆13Jul 3, 2021Updated 5 years ago
- Official PyTorch implementation of the Fishr regularization for out-of-distribution generalization☆90May 25, 2022Updated 4 years ago
- [ICLR 2023, ICLR DG oral] PAIR, the optimizer and model selection criteria for OOD Generalization☆54Apr 12, 2024Updated 2 years ago
- ☆32Oct 13, 2021Updated 4 years ago
- Invariant-feature Subspace Recovery (ISR)☆23Sep 23, 2022Updated 3 years ago
- ☆17Jun 20, 2024Updated 2 years ago