Efficient Computation and Analysis of Distributional Shapley Values (AISTATS 2021)
☆22Oct 19, 2023Updated 2 years ago
Alternatives and similar repositories for fast_dist_shapley
Users that are interested in fast_dist_shapley are comparing it to the libraries listed below
Sorting:
- Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)☆43Nov 10, 2022Updated 3 years ago
- Principled learning method for Wasserstein distributionally robust optimization with local perturbations (ICML 2020)☆21Mar 24, 2023Updated 2 years ago
- Distributional Shapley: A Distributional Framework for Data Valuation☆30May 1, 2024Updated last year
- Official Repo for "Efficient task-specific data valuation for nearest neighbor algorithms"☆26Feb 21, 2020Updated 6 years ago
- OpenDataVal: a Unified Benchmark for Data Valuation in Python (NeurIPS 2023)☆100Feb 4, 2025Updated last year
- AutoLibra: Metric Induction for Agents from Open-Ended Human Feedback☆17Oct 15, 2025Updated 4 months ago
- Efficient approximation algorithms for Shapley Values in Horizontal Enterprise Federated Learning☆13May 5, 2020Updated 5 years ago
- Course materials for PIC16A at UCLA☆13Mar 6, 2023Updated 3 years ago
- ☆16May 9, 2022Updated 3 years ago
- ☆18Mar 12, 2019Updated 6 years ago
- ☆17Jun 15, 2019Updated 6 years ago
- Data-OOB: Out-of-bag Estimate as a Simple and Efficient Data Value (ICML 2023)☆21Jul 26, 2023Updated 2 years ago
- ☆25Jan 17, 2022Updated 4 years ago
- PyTorch reimplementation of computing Shapley values via Truncated Monte Carlo sampling from "What is your data worth? Equitable Valuatio…☆27Jan 21, 2022Updated 4 years ago
- Influence Estimation for Gradient-Boosted Decision Trees☆29May 27, 2024Updated last year
- ☆34Jun 17, 2025Updated 8 months ago
- Code and data for decision making under strategic behavior, NeurIPS 2020 & Management Science 2024.☆29Feb 28, 2024Updated 2 years ago
- Enhanced Explainable Neural Network☆10Dec 25, 2021Updated 4 years ago
- Code for the paper "SMACE: A New Method for the Interpretability of Composite Decision Systems", ECML 2022☆15Apr 17, 2023Updated 2 years ago
- Code for the paper "Distinguishing the Knowable from the Unknowable with Language Models"☆11Apr 15, 2024Updated last year
- A starter kit for transmission grid mapping in OpenStreetMap☆14Jun 16, 2025Updated 8 months ago
- JSSP dataset for LLMs☆16May 29, 2025Updated 9 months ago
- ☆10Oct 26, 2022Updated 3 years ago
- Weighted Masks Fusion (WMF) - Ensembling for Instance Segmentation.☆11Aug 1, 2023Updated 2 years ago
- An active RFID system for locating free roaming pets / wildlife.☆10Jul 22, 2023Updated 2 years ago
- Multi-resource Dynamic Coordinated Planning of Flexible Distribution Network☆15Jun 11, 2024Updated last year
- Bivariate Shapley is a Shapley-based method of identifying directional feature interactions and feature redundancy☆20May 19, 2025Updated 9 months ago
- Software package for intertemporal pricing optimization under reference effects and consumer heterogeneity estimation. Please see REAMDE.…☆10Mar 7, 2024Updated 2 years ago
- ☆11Dec 14, 2022Updated 3 years ago
- This repository reproduces the results in the paper "How expressive are transformers in spectral domain for graphs?"(published in TMLR)☆12Jul 10, 2022Updated 3 years ago
- ☆11Jan 13, 2026Updated last month
- Deep Generative Model (Torch)☆11Apr 19, 2016Updated 9 years ago
- Comparing sequential forecasters via confidence sequences & e-processes☆11Oct 24, 2023Updated 2 years ago
- SpinWalk, a framework for Monte-Carlo simulation to model spins random walk within a network. SpinWalk paper:☆14Jun 16, 2025Updated 8 months ago
- ☆10Aug 16, 2023Updated 2 years ago
- Temporal summarization framework☆10Dec 4, 2023Updated 2 years ago
- solver for discrete Mixed Observable Markov Decision Processes☆11Oct 30, 2020Updated 5 years ago
- SODEN: A Scalable Continuous-Time Survival Model through Ordinary Differential Equation Networks☆14Mar 2, 2023Updated 3 years ago
- A MATLAB tool for material decomposition based on dual energy microCT scanning☆10Jul 6, 2017Updated 8 years ago