Networks-Learning / improve-expert-predictions-conformal-prediction
Code for "Improving Expert Predictions with Conformal Prediction" , ICML 2023
☆11Updated 8 months ago
Alternatives and similar repositories for improve-expert-predictions-conformal-prediction:
Users that are interested in improve-expert-predictions-conformal-prediction are comparing it to the libraries listed below
- A package for conformal prediction with conditional guarantees.☆54Updated 2 months ago
- SSCP: Improving Adaptive Conformal Prediction Using Self-supervised Learning (AISTATS 2023)☆17Updated 2 years ago
- Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vi…☆66Updated 2 years ago
- "How to Trust Your Diffusion Models: A Convex Optimization Approach to Conformal Risk Control"☆17Updated last month
- Extending Conformal Prediction to LLMs☆66Updated 10 months ago
- Official Implementation of the paper: "A Rate-Distorion View of Uncertainty Quantification", ICML 2024☆28Updated 7 months ago
- Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control☆66Updated 5 months ago
- [ NeurIPS 2023 ] Official Codebase for "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"☆44Updated last year
- All the material needed to use MC-CP and the Adaptive MC Dropout method☆22Updated 7 months ago
- Conditional calibration of conformal p-values for outlier detection.☆34Updated 2 years ago
- This is the repository for the CONFLARE (CONformal LArge language model REtrieval) Python package.☆17Updated last year
- Official repository for the ICML 2022 DFUQ paper: conformal prediction sets for time-series☆10Updated 2 years ago
- Adaptive and Reliable Classification: efficient conformity scores for multi-class classification problems☆31Updated 2 years ago
- ☆17Updated 2 weeks ago
- ☆17Updated 2 months ago
- ☆22Updated last year
- Multi-class probabilistic classification using inductive and cross Venn–Abers predictors☆44Updated 2 years ago
- ☆52Updated 9 months ago
- Unofficial implementation of Conformal Language Modeling by Quach et al☆28Updated last year
- Conformal Histogram Regression: efficient conformity scores for non-parametric regression problems☆22Updated 3 years ago
- ☆15Updated 2 years ago
- TuneTables is a tabular classifier that implements prompt tuning for frozen prior-fitted networks.☆18Updated 3 weeks ago
- ☆25Updated last year
- Code for multistep feedback covariate shift conformal prediction experiments in "Conformal Validity Guarantees Exist for Any Data Distrib…☆26Updated 9 months ago
- TabDPT: Scaling Tabular Foundation Models☆26Updated last week
- Benchmark time series data sets for PyTorch☆35Updated last year
- ☆11Updated 2 years ago
- [ICML'24] Conformal Prediction for Deep Classifier via Label Ranking☆12Updated 10 months ago
- Quantification of Uncertainty with Adversarial Models☆28Updated last year
- Treeffuser is an easy-to-use package for probabilistic prediction and probabilistic regression on tabular data with tree-based diffusion …☆43Updated 2 months ago