AI for Anticipatory Action: Moving Beyond Climate Forecasting

28 July 2023

Papers citing "AI for Anticipatory Action: Moving Beyond Climate Forecasting"

15 / 15 papers shown

Title
NADBenchmarks -- a compilation of Benchmark Datasets for Machine Learning Tasks related to Natural Disasters A. Proma Md. Saiful Islam Stela Ciko Raiyan Abdul Baten E. Hoque 51 3 0 21 Dec 2022
A review of machine learning applications in wildfire science and management P. Jain Sean C. P. Coogan Sriram Ganapathi Subramanian Mark Crowley Steve Taylor M. Flannigan 16 474 0 02 Mar 2020
Flood Prediction Using Machine Learning Models: Literature Review Amir H. Mosavi Pınar Öztürk K. Chau AI4CE 16 1,042 0 07 Aug 2019
Invariant Risk Minimization Martín Arjovsky Léon Bottou Ishaan Gulrajani David Lopez-Paz OOD 139 2,190 0 05 Jul 2019
Tackling Climate Change with Machine Learning David Rolnick P. Donti L. Kaack K. Kochanski Alexandre Lacoste ... Demis Hassabis John C. Platt F. Creutzig J. Chayes Yoshua Bengio AI4Cl AI4CE 48 796 0 10 Jun 2019
A Unifying Causal Framework for Analyzing Dataset Shift-stable Learning Algorithms Adarsh Subbaswamy Bryant Chen Suchi Saria OOD 26 18 0 27 May 2019
Forecasting Internally Displaced Population Migration Patterns in Syria and Yemen Benjamin Q. Huynh S. Basu 19 16 0 22 Jun 2018
Infrastructure Quality Assessment in Africa using Satellite Imagery and Deep Learning Barak Oshri A. Hu P. Adelson Xiao Chen P. Dupas Jeremy Weinstein Marshall Burke David B. Lobell Stefano Ermon 38 73 0 03 Jun 2018
Satellite imagery analysis for operational damage assessment in Emergency situations A. Trekin G. Novikov Georgy Potapov V. Ignatiev Evgeny Burnaev 28 38 0 19 Feb 2018
A Deep Learning Approach for Population Estimation from Satellite Imagery Caleb Robinson Fred Hohman B. Dilkina 46 86 0 30 Aug 2017
Invariant Causal Prediction for Sequential Data Niklas Pfister Peter Buhlmann J. Peters OOD 30 121 0 25 Jun 2017
Simple rules for complex decisions Jongbin Jung Connor Concannon Ravi Shroff Sharad Goel D. Goldstein CML 37 104 0 15 Feb 2017
Transfer Learning from Deep Features for Remote Sensing and Poverty Mapping Sang Michael Xie Neal Jean Marshall Burke David B. Lobell Stefano Ermon 39 432 0 01 Oct 2015
External Validity: From Do-Calculus to Transportability Across Populations Judea Pearl Elias Bareinboim 32 330 0 05 Mar 2015
Causal inference using invariant prediction: identification and confidence intervals J. Peters Peter Buhlmann N. Meinshausen OOD 72 961 0 06 Jan 2015