David Dao
Title
Cited by
Cited by
Year
CellProfiler Analyst: interactive data exploration, analysis, and classification of large biological image sets
D Dao, AN Fraser, J Hung, V Ljosa, S Singh, AE Carpenter
Bioinformatics, 057976, 2016
742016
An open-source solution for advanced imaging flow cytometry data analysis using machine learning
H Hennig, P Rees, T Blasi, L Kamentsky, J Hung, D Dao, AE Carpenter, ...
Methods 112, 201-210, 2017
492017
Towards Efficient Data Valuation Based on the Shapley Value
R Jia*, D Dao*, B Wang, FA Hubis, M Gurel, N Hynes, B Li, C Zhang, ...
AISTATS, 2019
382019
Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms
R Jia, D Dao, B Wang, FA Hubis, NM Gurel, B Li, C Zhang, CJ Spanos, ...
VLDB, 2019
212019
A demonstration of sterling: a privacy-preserving data marketplace
N Hynes, D Dao, D Yan, R Cheng, D Song
Proceedings of the VLDB Endowment 11 (12), 2086-2089, 2018
192018
Cutting edge: anatomy of BioJS, an open source community for the life sciences
G Yachdav, T Goldberg, S Wilzbach, D Dao, I Shih, S Choudhary, ...
Elife 4, e07009, 2015
192015
DataBright: A Data Curation Platform for Machine Learning based on Markets and Trusted Computation
D Dao, D Alistarh, C Musat, C Zhang
ICML Workshop: Game-Theoretic Mechanisms for Data and Information, 2018
9*2018
Data Capsule: A New Paradigm for Automatic Compliance with Data Privacy Regulations
L Wang, JP Near, N Somani, P Gao, A Low, D Dao, D Song
Heterogeneous Data Management, Polystores, and Analytics for Healthcare, 3-23, 2019
52019
GainForest: Scaling Climate Finance for Forest Conservation using Interpretable Machine Learning on Satellite Imagery
D Dao, C Cang, C Fung, M Zhang, N Pawlowski, R Gonzales, N Beglinger, ...
ICML Climate Change AI workshop, 2019
52019
GeoLabels: Towards Efficient Ecosystem Monitoring using Data Programming on Geospatial Information
D Dao, J Rausch, C Zhang
Climate Change AI workshop, NeurIPS 2019, 2019
22019
TrueBranch: Robust Deep Learning-Based Verification of Forest Conservation Projects
S Santamaria*, D Dao*, B Lütjens*, C Zhang
Climate Change AI workshop, ICLR'20, 2020
1*2020
Automated Plausibility Analysis of Large Phylogenies
D Dao, T Flouris, A Stamatakis
Pattern Recognition in Computational Molecular Biology, 457--482, 2014
12014
Xingu: Explaining Critical Geospatial Predictions in Weak Supervision for Climate Finance
D Dao, J Rausch, I Rott, C Zhang
Climate Change AI workshop, ICLR'20, 2020
2020
Supplementary Material: Towards Efficient Data Valuation Based on the Shapley Value
R Jia*, D Dao*, B Wang, FA Hubis, N Hynes, NM Gurel, B Li, C Zhang, ...
2019
Image-based chemical-genetic profiling using Deep Neural Networks
D Dao
http://daviddao.org/papers/mscthesis_2016.pdf, 2016
2016
Ease. ML: A Lifecycle Management System for Machine Learning
L Aguilar, D Dao, S Gan, NM Gurel, N Hollenstein, J Jiang, B Karlas, ...
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Articles 1–16