jlko / active-surrogate-estimators
☆12Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for active-surrogate-estimators
- Code for "Few-Shot Learning by Dimensionality Reduction in Gradient Space"☆14Updated last year
- ModelDiff: A Framework for Comparing Learning Algorithms☆53Updated last year
- Official implementation of the paper "Interventions, Where and How? Experimental Design for Causal Models at Scale", NeurIPS 2022.☆19Updated last year
- ☆22Updated last year
- ☆17Updated 2 years ago
- Unofficial implementation of Conformal Language Modeling by Quach et al☆29Updated last year
- ☆26Updated last year
- ☆13Updated last year
- Deep Learning & Information Bottleneck☆50Updated last year
- PyTorch implementation for "Long Horizon Temperature Scaling", ICML 2023☆19Updated last year
- ☆25Updated 4 months ago
- ☆10Updated 2 years ago
- ☆28Updated last year
- A simple Jax implementation of influence functions.☆16Updated 7 months ago
- Code for Accelerated Linearized Laplace Approximation for Bayesian Deep Learning (ELLA, NeurIPS 22')☆16Updated 2 years ago
- ☆15Updated 2 years ago
- Repository for reproducing `Model-Based Robust Deep Learning`☆16Updated 3 years ago
- A modern look at the relationship between sharpness and generalization [ICML 2023]☆43Updated last year
- Code for the paper "Pretraining task diversity and the emergence of non-Bayesian in-context learning for regression"☆20Updated last year
- Code for the paper "Data Feedback Loops: Model-driven Amplification of Dataset Biases"☆15Updated 2 years ago
- Recycling diverse models☆44Updated last year
- Official repository for the paper "Zero-Shot AutoML with Pretrained Models"☆41Updated 10 months ago
- ☆18Updated last month
- Active and Sample-Efficient Model Evaluation☆24Updated 3 years ago
- Post-processing for fair classification☆11Updated 2 weeks ago
- ☆21Updated last year
- Quantification of Uncertainty with Adversarial Models☆27Updated last year
- Implementation of the models and datasets used in "An Information-theoretic Approach to Distribution Shifts"☆25Updated 3 years ago
- ☆19Updated 4 years ago
- Testing Language Models for Memorization of Tabular Datasets.☆30Updated last month