conftrace_

model validation

11 papers

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Co-occurring keywords

feature importance (139) causal inference (1630) approximation set coding (1) pairwise clustering (3) partial dependence plot (5) predictive model (55) kernel alignment (12) explainable artificial intelligence (130) model accuracy (29) model testing (11)

Papers

No Free Delivery Service: Epistemic limits of passive data collection in complex social systems NIPS 2024
EasyTS: The Express Lane to Long Time Series Forecasting AAAI 2024
Validating Climate Models with Spherical Convolutional Wasserstein Distance NIPS 2024
Xaitk-Saliency: An Open Source Explainable AI Toolkit for Saliency AAAI 2023
System Identification of Neural Systems: If We Got It Right, Would We Know? ICML 2023
Deepchecks: A Library for Testing and Validating Machine Learning Models and Data JMLR 2022
Iterative Stratified Testing and Measurement for Automated Model Updates EMNLP 2022
Automated Dependence Plots UAI 2020
Validating Causal Inference Models via Influence Functions ICML 2019
DALEX: Explainers for Complex Predictive Models in R JMLR 2018
Information Theoretic Model Validation for Spectral Clustering AISTATS 2012