jjcherian / conformal-safetyLinks
☆32Updated last year
Alternatives and similar repositories for conformal-safety
Users that are interested in conformal-safety are comparing it to the libraries listed below
Sorting:
- Conformal Language Modeling☆32Updated last year
- ☆33Updated last year
- A Python Data Valuation Package☆30Updated 2 years ago
- [ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift☆111Updated 2 years ago
- ☆40Updated last year
- Repository for our NeurIPS 2022 paper "Concept Embedding Models", our NeurIPS 2023 paper "Learning to Receive Help", and our ICML 2025 pa…☆71Updated 2 months ago
- (ICML 2023) Discover and Cure: Concept-aware Mitigation of Spurious Correlation☆42Updated 3 weeks ago
- Layer-wise Relevance Propagation for Large Language Models and Vision Transformers [ICML 2024]☆211Updated 5 months ago
- Code for the paper "Post-hoc Concept Bottleneck Models". Spotlight @ ICLR 2023☆89Updated last year
- A fast, effective data attribution method for neural networks in PyTorch☆222Updated last year
- DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)☆78Updated last year
- SpuCo is a Python package developed to further research to address spurious correlations.☆24Updated 10 months ago
- Spurious Features Everywhere - Large-Scale Detection of Harmful Spurious Features in ImageNet☆32Updated 2 years ago
- MedSafetyBench: Evaluating and Improving the Medical Safety of LLMs, NeurIPS 2024☆36Updated last week
- This repository contains the implementation of Concept Activation Regions, a new framework to explain deep neural networks with human con…☆14Updated 3 years ago
- ☆103Updated last year
- Data-OOB: Out-of-bag Estimate as a Simple and Efficient Data Value (ICML 2023)☆21Updated 2 years ago
- Influence Analysis and Estimation - Survey, Papers, and Taxonomy☆83Updated last year
- ☆111Updated 10 months ago
- code repo for ICLR 2024 paper "Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs"☆137Updated last year
- OpenDataVal: a Unified Benchmark for Data Valuation in Python (NeurIPS 2023)☆99Updated 10 months ago
- source code for NeurIPS'24 paper "HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection"☆64Updated 8 months ago
- Extending Conformal Prediction to LLMs☆68Updated last year
- Existing literature about training-data analysis.☆17Updated 3 years ago
- [ICML 2023] Official repository of paper: Dividing and Conquering a BlackBox to a Mixture of Interpretable Models: Route, Interpret, Repe…☆25Updated 4 months ago
- ☆136Updated 3 weeks ago
- ☆28Updated last year
- Concept Bottleneck Models, ICML 2020☆233Updated 2 years ago
- Code for paper: Are Large Language Models Post Hoc Explainers?☆34Updated last year
- ☆180Updated last year