Ian Covert

Ian Covert

University of Washington - Seattle / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 4532636
person_outline Ian Covert's MOST POPULAR ARTICLES
1-) Understanding global feature contributions with additive importance measuresI Covert, S Lundberg, SI LeearXiv preprint arXiv:2004.00668, 2020131*2020
2-) Neural granger causality for nonlinear time seriesA Tank, I Covert, N Foti, A Shojaie, E FoxarXiv preprint arXiv:1802.05842, 2018120*2018
3-) Explaining by removing: a unified framework for model explanationI Covert, S Lundberg, SI LeearXiv preprint arXiv:2011.14878, 2020792020
4-) What does a platypus look like? Generating customized prompts for zero-shot image classificationS Pratt, I Covert, R Liu, A FarhadiProceedings of the IEEE/CVF International Conference on Computer Vision …, 20232262023
5-) Improving KernelSHAP: Practical Shapley value estimation using linear regressionI Covert, SI LeeInternational Conference on Artificial Intelligence and Statistics, 3457-3465, 2021196*2021