clu5 / federated-conformal
Conformal Prediction + Federated Learning
☆10Updated last year
Alternatives and similar repositories for federated-conformal:
Users that are interested in federated-conformal are comparing it to the libraries listed below
- Code for the paper "Efficient Dataset Distillation using Random Feature Approximation"☆37Updated 2 years ago
- Repository for the NeurIPS 2023 paper "Beyond Confidence: Reliable Models Should Also Consider Atypicality"☆12Updated 11 months ago
- ☆34Updated last year
- Do input gradients highlight discriminative features? [NeurIPS 2021] (https://arxiv.org/abs/2102.12781)☆13Updated 2 years ago
- This is the project for IRM methods☆12Updated 3 years ago
- ☆22Updated 2 years ago
- Federated Conformal Prediction with Quantile-of-Quantiles (FedCP-QQ)☆11Updated last year
- ☆8Updated 4 years ago
- FedUL: Federated Learning from Only Unlabeled Data with Class-Conditional-Sharing Clients☆33Updated last year
- ☆23Updated 2 years ago
- Test-Time Adaptation via Conjugate Pseudo-Labels☆39Updated last year
- ☆35Updated 2 years ago
- Predicting Out-of-Distribution Error with the Projection Norm☆17Updated 2 years ago
- Analysis of evidential models☆13Updated last year
- AAAI, 2022☆8Updated 4 months ago
- ☆16Updated 2 years ago
- The official code for the publication: "The Close Relationship Between Contrastive Learning and Meta-Learning".☆19Updated 2 years ago
- On the Importance of Gradients for Detecting Distributional Shifts in the Wild☆55Updated 2 years ago
- The code for NoiLIn: Improving Adversarial Training and Correcting Stereotype of Noisy Labels (TMLR 22 accept)☆9Updated 2 years ago
- [NeurIPS'23] FedL2P: Federated Learning to Personalize☆20Updated 8 months ago
- Towards Understanding Sharpness-Aware Minimization [ICML 2022]☆35Updated 2 years ago
- Benchmark for Natural Temporal Distribution Shift (NeurIPS 2022)☆65Updated 2 years ago
- ☆44Updated 2 years ago
- [KDD2021] Federated Adversarial Debiasing for Fair and Transferable Representations: Optimize an adversarial domain-adaptation objective …☆26Updated 2 years ago
- Scalable data valuation using optimal transport (ICLR 2025)☆12Updated 9 months ago
- Understanding Rare Spurious Correlations in Neural Network☆12Updated 2 years ago
- Invariant-feature Subspace Recovery (ISR)☆23Updated 2 years ago
- [ICLR 2023] "Combating Exacerbated Heterogeneity for Robust Models in Federated Learning"☆32Updated last year
- Official repo for PAC-Bayes Information Bottleneck. ICLR 2022.☆48Updated 2 years ago
- Distributional and Outlier Robust Optimization (ICML 2021)☆26Updated 3 years ago