skezle / savaLinks
Scalable data valuation using optimal transport (ICLR 2025)
☆13Updated 2 months ago
Alternatives and similar repositories for sava
Users that are interested in sava are comparing it to the libraries listed below
Sorting:
- This is an official repository for "LAVA: Data Valuation without Pre-Specified Learning Algorithms" (ICLR2023).☆51Updated last year
- Data-OOB: Out-of-bag Estimate as a Simple and Efficient Data Value (ICML 2023)☆20Updated 2 years ago
- OpenDataVal: a Unified Benchmark for Data Valuation in Python (NeurIPS 2023)☆99Updated 7 months ago
- Benchmark for Natural Temporal Distribution Shift (NeurIPS 2022)☆67Updated 2 years ago
- Code and results accompanying our paper titled RLSbench: Domain Adaptation under Relaxed Label Shift☆35Updated 2 years ago
- Python package to accelerate research on generalized out-of-distribution (OOD) detection.☆13Updated last year
- ☆46Updated 2 years ago
- Code for "Surgical Fine-Tuning Improves Adaptation to Distribution Shifts" published at ICLR 2023☆29Updated 2 years ago
- [NeurIPS'22] Official Repository for Characterizing Datapoints via Second-Split Forgetting☆16Updated 2 years ago
- Coresets via Bilevel Optimization☆66Updated 4 years ago
- Invariant-feature Subspace Recovery (ISR)☆23Updated 3 years ago
- ☆47Updated 10 months ago
- LISA for ICML 2022☆51Updated 2 years ago
- [NeurIPS 2021] A Geometric Analysis of Neural Collapse with Unconstrained Features☆58Updated 3 years ago
- Code repository for the paper "Invariant and Transportable Representations for Anti-Causal Domain Shifts"☆16Updated 3 years ago
- Model Zoos published at the NeurIPS 2022 Dataset & Benchmark track: "Model Zoos: A Dataset of Diverse Populations of Neural Network Model…☆56Updated 2 years ago
- Code for the paper "Efficient Dataset Distillation using Random Feature Approximation"☆37Updated 2 years ago
- Model Fusion via Optimal Transport, NeurIPS 2020☆150Updated 2 years ago
- [ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift☆108Updated 2 years ago
- Official repository for CMU Machine Learning Department's 10732: Robustness and Adaptivity in Shifting Environments☆74Updated 2 years ago
- This repository contains the code of the distribution shift framework presented in A Fine-Grained Analysis on Distribution Shift (Wiles e…☆83Updated 3 months ago
- ☆109Updated 2 years ago
- DiWA: Diverse Weight Averaging for Out-of-Distribution Generalization☆31Updated 2 years ago
- Influence Analysis and Estimation - Survey, Papers, and Taxonomy☆82Updated last year
- A python package providing a benchmark with various specified distribution shift patterns.☆58Updated last year
- Code for NeurIPS'23 paper "A Bayesian Approach To Analysing Training Data Attribution In Deep Learning"☆17Updated last year
- Towards Understanding Sharpness-Aware Minimization [ICML 2022]☆35Updated 3 years ago
- This is the project for IRM methods☆13Updated 4 years ago
- Official Repository for ICML 2023 paper "Can Neural Network Memorization Be Localized?"☆19Updated last year
- ☆27Updated last year