clu5 / federated-conformal
Conformal Prediction + Federated Learning
☆10Updated 8 months ago
Related projects ⓘ
Alternatives and complementary repositories for federated-conformal
- Repository for the NeurIPS 2023 paper "Beyond Confidence: Reliable Models Should Also Consider Atypicality"☆12Updated 7 months ago
- Invariant-feature Subspace Recovery (ISR)☆23Updated 2 years ago
- FedUL: Federated Learning from Only Unlabeled Data with Class-Conditional-Sharing Clients☆33Updated last year
- ☆21Updated last year
- Code for the paper "Efficient Dataset Distillation using Random Feature Approximation"☆36Updated last year
- PyTorch implementation of "Online Hyperparameter Optimization for Class-Incremental Learning" (AAAI 2023 Oral)☆17Updated last year
- Benchmark for federated noisy label learning☆19Updated 2 months ago
- [ICLR 2022] "Deep Ensembling with No Overhead for either Training or Testing: The All-Round Blessings of Dynamic Sparsity" by Shiwei Liu,…☆27Updated 2 years ago
- Coresets via Bilevel Optimization☆65Updated 4 years ago
- ☆22Updated 2 years ago
- ☆12Updated last year
- Federated Conformal Prediction with Quantile-of-Quantiles (FedCP-QQ)☆11Updated last year
- Predicting Out-of-Distribution Error with the Projection Norm☆17Updated 2 years ago
- ☆35Updated 3 years ago
- Code for paper "Adversarial Support Alignment"☆21Updated 2 years ago
- Benchmark and analysis of 165 pretrained SSL models. Code for "Evaluating Self-Supervised Learning via Risk Decomposition".☆14Updated last year
- Benchmark for Natural Temporal Distribution Shift (NeurIPS 2022)☆63Updated last year
- Code Release for Learning to Adapt to Evolving Domains☆30Updated 3 years ago
- Code and results accompanying our paper titled RLSbench: Domain Adaptation under Relaxed Label Shift☆35Updated last year
- Re-thinking Federated Active Learning based on Inter-class Diversity (CVPR 2023)☆31Updated last year
- Federated posterior averaging implemented in JAX☆49Updated last year
- [NeurIPS 2021] A Geometric Analysis of Neural Collapse with Unconstrained Features☆53Updated 2 years ago
- ☆17Updated 3 years ago
- Test-Time Adaptation via Conjugate Pseudo-Labels☆38Updated last year
- ☆12Updated last year
- ☆41Updated last year
- This repository contains code used to conduct experiments reported in the paper "Streaming Active Learning with Deep Neural Networks" acc…☆12Updated 3 months ago
- ☆48Updated 2 years ago