Veridical Data Science

23 January 2019

Papers citing "Veridical Data Science"

12 / 12 papers shown

Title
PCS-UQ: Uncertainty Quantification via the Predictability-Computability-Stability Framework Abhineet Agarwal Michael Xiao Rebecca L. Barter Omer Ronen Boyu Fan Bin Yu 34 0 0 13 May 2025
A Real-time Multimodal Transformer Neural Network-powered Wildfire Forecasting System Qijun Chen Shaofan Li 51 0 0 07 Mar 2025
An Analyst-Inspector Framework for Evaluating Reproducibility of LLMs in Data Science Qiuhai Zeng Claire Jin Xinyue Wang Yuhan Zheng Qunhua Li 48 0 0 23 Feb 2025
Building a stable classifier with the inflated argmax Jake A. Soloff Rina Foygel Barber Rebecca Willett 114 2 0 22 May 2024
Generalized Data Thinning Using Sufficient Statistics Ameer Dharamshi Anna Neufeld Keshav Motwani Lucy L. Gao Daniela Witten Jacob Bien 30 13 0 22 Mar 2023
Reward Design For An Online Reinforcement Learning Algorithm Supporting Oral Self-Care Anna L. Trella Kelly W. Zhang Inbal Nahum-Shani Vivek Shetty Finale Doshi-Velez S. Murphy OnRL 16 19 0 15 Aug 2022
The $s$ -value: evaluating stability with respect to distributional shifts Suyash Gupta Dominik Rothenhausler 36 16 0 07 May 2021
The Shapley Value of coalition of variables provides better explanations Salim I. Amoukou Nicolas Brunel Tangi Salaun FAtt TDI 11 5 0 24 Mar 2021
Landscape of R packages for eXplainable Artificial Intelligence Szymon Maksymiuk Alicja Gosiewska P. Biecek XAI 30 21 0 24 Sep 2020
Next Waves in Veridical Network Embedding Owen G. Ward Zhen Huang Andrew Davison Tian Zheng GNN 11 5 0 10 Jul 2020
Federated Accelerated Stochastic Gradient Descent Honglin Yuan Tengyu Ma FedML 25 171 0 16 Jun 2020
Learning stable and predictive structures in kinetic systems: Benefits of a causal approach Niklas Pfister Stefan Bauer J. Peters CML 20 40 0 28 Oct 2018