Dao, David

1. Towards Efficient Data Valuation Based on the Shapley Value
   2019/02/27 by Ruoxi Jia, David Dao, Jia, Ruoxi +17 · 70 citations
   Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Auction Theory and Applications #Blockchain Technology Applications and Security #FOS: Computer and information sciences #Game Theory and Voting Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. GEO-Bench: Toward Foundation Models for Earth Monitoring
   2023/06/06 by Alexandre Lacoste, Lacoste, Alexandre, Nils Lehmann +31 · 27 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
3. OAM-TCD: A globally diverse dataset of high-resolution tree cover maps
   2024/06/01 by Josh Veitch-Michaelis, Veitch-Michaelis, Josh, Andrew Cottam +13 · 5 citations
   Environmental Science · Earth and Planetary Sciences · #Remote Sensing in Agriculture #Cryospheric studies and observations #Remote Sensing and LiDAR Applications
4. Scalability vs. Utility: Do We Have to Sacrifice One for the Other in Data Importance Quantification?
   2019/11/17 by Ruoxi Jia, Jia, Ruoxi, Fan Wu +15 · 2 citations
   Computer Science · #Data Stream Mining Techniques #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
5. DataBright: Towards a Global Exchange for Decentralized Data Ownership and Trusted Computation
   2018/02/13 by David Dao, Dan Alistarh, Dao, David +5 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #Databases (cs.DB) #Distributed #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
6. ReforesTree: A Dataset for Estimating Tropical Forest Carbon Stock with Deep Learning and Aerial Imagery
   2022/01/26 by Gyri Reiersen, Reiersen, Gyri, David Dao +13 · 2 citations
   Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #Conservation, Biodiversity, and Resource Management #FOS: Computer and information sciences #Forest Management and Policy #Remote Sensing and LiDAR Applications
7. Tackling the Overestimation of Forest Carbon with Deep Learning and Aerial Imagery
   2021/07/23 by Gyri Reiersen, David Dao, Reiersen, Gyri +9 · 1 citation
   Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #Conservation, Biodiversity, and Resource Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Remote Sensing and LiDAR Applications #Remote Sensing in Agriculture
8. Toward Foundation Models for Earth Monitoring: Proposal for a Climate Change Benchmark
   2021/12/01 by Alexandre Lacoste, Lacoste, Alexandre, Evan David Sherwin +22 · 1 citation
   Computer Science · Environmental Science · #Atmospheric and Environmental Gas Dynamics #FOS: Computer and information sciences #FOS: Physical sciences #Geophysics (physics.geo-ph) #Machine Learning (cs.LG) #Topic Modeling