| Predicting poverty and wealth from mobile phone metadata J Blumenstock, G Cadamuro, R On Science 350 (6264), 1073-1076, 2015 | 818 | 2015 |
| SeaGlass: Enabling City-Wide IMSI-Catcher Detection. P Ney, I Smith, G Cadamuro, T Kohno Proc. Priv. Enhancing Technol. 2017 (3), 39, 2017 | 46 | 2017 |
| Debugging machine learning models G Cadamuro, R Gilad-Bachrach, X Zhu ICML Workshop on Reliable Machine Learning in the Wild 103, 2016 | 38 | 2016 |
| Assigning a grade: Accurate measurement of road quality using satellite imagery G Cadamuro, A Muhebwa, J Taneja arXiv preprint arXiv:1812.01699, 2018 | 26 | 2018 |
| Using machine learning to assess the livelihood impact of electricity access N Ratledge, G Cadamuro, B de la Cuesta, M Stigler, M Burke Nature 611 (7936), 491-495, 2022 | 22 | 2022 |
| Street smarts: measuring intercity road quality using deep learning on satellite imagery G Cadamuro, A Muhebwa, J Taneja Proceedings of the 2nd ACM SIGCAS Conference on Computing and Sustainable …, 2019 | 20 | 2019 |
| Technology-enabled disinformation: Summary, lessons, and recommendations J Akers, G Bansal, G Cadamuro, C Chen, Q Chen, L Lin, P Mulcaire, ... arXiv preprint arXiv:1812.09383, 2018 | 17 | 2018 |
| Using satellite imagery and machine learning to estimate the livelihood impact of electricity access N Ratledge, G Cadamuro, B De la Cuesta, M Stigler, M Burke National Bureau of Economic Research, 2021 | 9 | 2021 |
| The electricity scene from above: Exploring power grid inconsistencies using satellite data in Accra, Ghana Z Shah, N Klugman, G Cadamuro, FC Hsu, CD Elvidge, J Taneja Applied Energy 319, 119237, 2022 | 8 | 2022 |
| Prediction and Inference on Big Data in Development G Cadamuro University of Washington, 2020 | 4 | 2020 |
| A Higher Purpose: Measuring Electricity Access Using High-Resolution Daytime Satellite Imagery Z Shah, S Fobi, G Cadamuro, J Taneja arXiv preprint arXiv:2210.03909, 2022 | 1 | 2022 |
| The illusion of change: Correcting for biases in change inference for sparse, societal-scale data G Cadamuro, R Korlakai Vinayak, J Blumenstock, S Kakade, J Shapiro The World Wide Web Conference, 2608-2615, 2019 | 1 | 2019 |
| Computer system with economic development decision support platform and method of use thereof D Lobell, M Burke, S Ermon, G Azzari, A Tarapani, A Perez, G Cadamuro, ... US Patent App. 18/228,853, 2023 | | 2023 |
| Pixel Perfect: Using Vision Transformers to Improve Road Quality Predictions from Medium Resolution and Heterogeneous Satellite Imagery A Muhebwa, G Cadamuro, J Taneja ACM Journal on Computing and Sustainable Societies 1 (1), 1-17, 2023 | | 2023 |
| Addressing Novel Sources of Bias for Change Detection on Large Social Networks G Cadamuro, RK Vinayak, J Blumenstock, S Kakade, JN Shapiro | | |
| Debugging Machine Learning Extended Abstract G Cadamuro | | |
Joshua BlumenstockChancellor’s Associate Professor, U.C. BerkeleyVerified email at berkeley.edu
