Deep Learning of Causal Structures in High Dimensions

Deep Learning of Causal Structures in High Dimensions

9 December 2022

Papers citing "Deep Learning of Causal Structures in High Dimensions"

10 / 10 papers shown

Title
TSCAN: Context-Aware Uplift Modeling via Two-Stage Training for Online Merchant Business Diagnosis Hangtao Zhang Zhe Li K. Zhang 26 0 0 26 Apr 2025
Causally-informed Deep Learning towards Explainable and Generalizable Outcomes Prediction in Critical Care Yuxiao Cheng Xinxin Song Ziqian Wang Qin Zhong Kunlun He J. Suo OOD CML 85 0 0 04 Feb 2025
No Foundations without Foundations -- Why semi-mechanistic models are essential for regulatory biology Luka Kovacevic Thomas Gaudelet James Opzoomer Hagen Triendl John Whittaker Caroline Uhler Lindsay Edwards J. Taylor-King AI4CE 62 0 0 31 Jan 2025
Causally-Aware Unsupervised Feature Selection Learning Zongxin Shen Yanyong Huang Minbo Ma Tianrui Li Fengmao Lv Tianrui Li CML 53 0 1 28 Jan 2025
An AI-powered Bayesian generative modeling approach for causal inference in observational studies Qiao Liu W. Wong CML 31 0 0 03 Jan 2025
Towards Graph Prompt Learning: A Survey and Beyond Qingqing Long Yuchen Yan Peiyan Zhang Chen Fang Wentao Cui ... Shiyue Jiang Zheng Fang Chong Chen Xian-Sheng Hua Yuanchun Zhou AI4CE 29 0 0 26 Aug 2024
Simulation-based Benchmarking for Causal Structure Learning in Gene Perturbation Experiments Luka Kovacevic Izzy Newsham Sach Mukherjee John Whittaker CML 26 2 0 08 Jul 2024
Response Theory via Generative Score Modeling L. T. Giorgini Katherine Deck Tobias Bischoff Andre N. Souza 19 9 0 01 Feb 2024
Uncovering wall-shear stress dynamics from neural-network enhanced fluid flow measurements Esther Lagemann Steven L. Brunton Christian Lagemann 13 4 0 17 Oct 2023
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 261 10,106 0 16 Nov 2016