Stable Prediction with Model Misspecification and Agnostic Distribution Shift
☆26Apr 26, 2020Updated 6 years ago
Alternatives and similar repositories for Decorrelated-Weighted-Regression
Users that are interested in Decorrelated-Weighted-Regression are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The implementation and addtional material of AAAI2020 paper "Stable Learning via Sample Reweighting"☆19Mar 26, 2020Updated 6 years ago
- Official repo for AAAI 2023 paper "Stable Learning via Sparse Variable Independence".☆13Jun 6, 2024Updated 2 years ago
- StableGNN-Generalizing Graph Neural Networks on Out-Of-Distribution Graphs☆26Oct 22, 2023Updated 2 years ago
- The code for the paper 'Heterogeneous Risk Minimization' of ICML2021.☆25Sep 11, 2021Updated 5 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
- 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.
- An open-source package of causal feature selection and causal (Bayesian network) structure learning (C/C++ version)☆62Nov 17, 2020Updated 5 years ago
- ☆12Jul 17, 2023Updated 3 years ago
- pyCausalFS：A Python Library of Causality-based Feature Selection for Causal Structure Learning and Classification☆71Dec 1, 2020Updated 5 years ago
- Python implementation of the Invariant Causal Prediction (ICP) algorithm, from the 2015 paper "Causal inference using invariant predictio…☆27Feb 15, 2024Updated 2 years ago
- Code of paper "CAUSPref: Causal Preference Learning for Out-of-Distribution Recommendation" (the WebConf22)☆20Mar 11, 2022Updated 4 years ago
- The code for our NeurIPS 2021 paper "Kernelized Heterogeneous Risk Minimization".☆13Oct 13, 2021Updated 4 years ago
- Codes and data for KDD 2024 Research Track paper "ProCom: A Few-shot Targeted Community Detection Algorithm"☆11Aug 15, 2024Updated 2 years ago
- ☆10Jun 22, 2022Updated 4 years ago
- The official repository for TensorFlow 2.0 implementation of MetaTTE.☆10Mar 9, 2022Updated 4 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.
- Code Library for Multi-sphere Particles. To cite this Original Software Publication: https://www.sciencedirect.com/science/article/pii/S2…☆16May 6, 2021Updated 5 years ago
- PAC-Bayes generalization certificates for ICP☆22Nov 16, 2023Updated 2 years ago
- [ICML 2024] BiSHop: Bi-Directional Cellular Learning for Tabular Data with Generalized Sparse Modern Hopfield Model☆12Mar 2, 2026Updated 6 months ago
- ☆12Nov 28, 2015Updated 10 years ago
- [ECAI-2024] OmniCLIP: Adapting CLIP for Video Recognition with Spatial-Temporal Omni-Scale Feature Learning☆16Jan 7, 2025Updated last year
- ☆11Oct 31, 2021Updated 4 years ago
- This is the project for IRM methods☆12Sep 13, 2021Updated 5 years ago
- This is a Pytorch Implementation of the DASP algorithm from the paper "Explaining Deep Neural Networks with a Polynomial Time Algorithm f…☆11Jun 12, 2020Updated 6 years ago
- Record my work in transfer learning during my postgraduate period.☆51Apr 29, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A fast implementation of the histogram loss in pytorch☆15Jan 29, 2019Updated 7 years ago
- code released for our TIP 2021 paper "Adversarial Domain Adaptation with Prototype-based Normalized Output Conditioner"☆15May 24, 2023Updated 3 years ago
- Official Pytorch implementation of ACIDS, ECCV 2020 "Learning to Cluster under Domain Shift"☆15Dec 10, 2020Updated 5 years ago
- Implementation of "Dual Mixup Regularized Learning for Adversarial Domain Adaptation" in Pytorch☆13Apr 8, 2021Updated 5 years ago
- Learning Representations that Support Robust Transfer of Predictors☆20Nov 7, 2021Updated 4 years ago
- Multi-fidelity regression with neural networks☆18Oct 29, 2025Updated 10 months ago
- PyTorch Implementation of Thermal Image Enhancement Network☆17Dec 19, 2018Updated 7 years ago
- Dual-Branch Meta-learning Network with Distribution Alignment for Face Anti-spoofing, Transactions on Information Forensics & Security☆17Jan 5, 2022Updated 4 years ago
- AI IDS Application for IoT Dataset☆18Aug 26, 2021Updated 5 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- explanation / demos of topology concepts☆14May 25, 2022Updated 4 years ago
- A curated list of papers and resources on byte-based large language models (LLMs) — models that operate directly on raw bytes.☆17Jul 12, 2025Updated last year
- [NeurIPS 2024 Spotlight] Official Code of the paper "Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Foreca…☆16Dec 24, 2024Updated last year
- Code for multistep feedback covariate shift conformal prediction experiments in "Conformal Validity Guarantees Exist for Any Data Distrib…☆29Jun 28, 2024Updated 2 years ago
- Nature machine intelligence-Stable Cox Regression for Survival Analysis under Distribution Shifts☆23Apr 9, 2025Updated last year
- Code for COLING 2022 long paper: MetaPrompting: Learning to Learn Better Prompts☆23Jan 8, 2023Updated 3 years ago
- LAMDA: Label Matching Deep Domain Adaptation - ICML 2021☆15Oct 28, 2021Updated 4 years ago