yichen928 / Multivariate_Shapley_InteractionsLinks
Official code implementation for the paper "Interpreting Multivariate Shapley Interactions in DNNs" (AAAI 2021)
☆33Updated 4 years ago
Alternatives and similar repositories for Multivariate_Shapley_Interactions
Users that are interested in Multivariate_Shapley_Interactions are comparing it to the libraries listed below
Sorting:
- An interpretable network to compute the Shapley values in a single forward propagation.☆17Updated 2 years ago
- ICLR2023 statistics☆59Updated 2 years ago
- ChatGPT - Review & Rebuttal: A browser extension for generating reviews and rebuttals, powered by ChatGPT. 利用 ChatGPT 生成审稿意见和回复的浏览器插件☆251Updated 2 years ago
- PyTorch implementation of the paper "Discovering and Explaining the Representation Bottleneck of DNNs" (ICLR 2022 Oral)☆38Updated last year
- Official PyTorch Implementation for Fast Adaptive Multitask Optimization (FAMO)☆105Updated last year
- Codes for Causal Semantic Generative model (CSG), the model proposed in "Learning Causal Semantic Representation for Out-of-Distribution …☆75Updated 3 years ago
- A curated list of awesome human-centered AI resources.☆48Updated 3 years ago
- A python package providing a benchmark with various specified distribution shift patterns.☆59Updated 2 years ago
- Official code of "Boosting Differentiable Causal Discovery via Adaptive Sample Reweighting" (2023 ICLR)☆16Updated 2 years ago
- ☆46Updated 3 years ago
- This is the implementation for the NeurIPS 2022 paper: ZIN: When and How to Learn Invariance Without Environment Partition?☆22Updated 3 years ago
- Speech2Vec Reality Check☆84Updated 2 years ago
- ICLR2024 statistics☆48Updated 2 years ago
- Official repository for CVPR21 paper "Deep Stable Learning for Out-Of-Distribution Generalization".☆197Updated 3 years ago
- Code release of paper "ForkMerge: Mitigating Negative Transfer in Auxiliary-Task Learning" (NeurIPS 2023)☆17Updated last year
- Code for ICML2020 paper - CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information☆351Updated last year
- Repository for research works and resources related to model reprogramming <https://arxiv.org/abs/2202.10629>☆64Updated 2 months ago
- The code for the paper 'Heterogeneous Risk Minimization' of ICML2021.☆25Updated 4 years ago
- Official implementation of "Multi-Task Learning as a Bargaining Game" [ICML 2022]☆233Updated 5 months ago
- Implementation of VAE and CVAE using Pytorch on MNIST dataset☆93Updated 4 years ago
- Crawl & Visualize ICLR 2023 Data from OpenReview☆86Updated 2 years ago
- Robust machine learning for responsible AI☆504Updated last year
- Accepted Journal/Conference Paper Lists☆150Updated 3 years ago
- Easily download anonymous Github repositories from https://anonymous.4open.science/ with a GUI interface☆97Updated last year
- OpenReivew Submission Visualization (ICLR 2024/2025)☆153Updated last year
- PyTorch Implementation for Gromov-Wasserstein Autoencoders (GWAE)☆44Updated 2 years ago
- [ICLR 2023 (Spotlight)] Domain-Indexing Variational Bayes: Interpretable Domain Index for Domain Adaptation☆39Updated last year
- Code for paper: “What Data Benefits My Classifier?” Enhancing Model Performance and Interpretability through Influence-Based Data Selecti…☆24Updated last year
- ☆28Updated 2 years ago
- [ICLR 2023, ICLR DG oral] PAIR, the optimizer and model selection criteria for OOD Generalization☆53Updated last year