Using publicly available satellite imagery and deep learning to understand economic well-being in Africa C Yeh, A Perez, A Driscoll, G Azzari, Z Tang, D Lobell, S Ermon, M Burke Nature Communications 11 (1), 2583, 2020 | 398 | 2020 |
Selection via Proxy: Efficient Data Selection for Deep Learning C Coleman, C Yeh, S Mussmann, B Mirzasoleiman, P Bailis, P Liang, ... International Conference on Learning Representations, 2020 | 267 | 2020 |
Efficient object detection in large images using deep reinforcement learning B Uzkent, C Yeh, S Ermon The IEEE Winter Conference on Applications of Computer Vision (WACV), 1824-1833, 2020 | 119 | 2020 |
Poverty Prediction with Public Landsat 7 Satellite Imagery and Machine Learning A Perez, C Yeh, G Azzari, M Burke, D Lobell, S Ermon NIPS 2017 Workshop on Machine Learning for the Developing World, 2017 | 66 | 2017 |
SustainBench: Benchmarks for Monitoring the Sustainable Development Goals with Machine Learning C Yeh, C Meng, S Wang, A Driscoll, E Rozi, P Liu, J Lee, M Burke, ... Thirty-fifth Conference on Neural Information Processing Systems, Datasets …, 2021 | 50 | 2021 |
Detecting duplicate questions with deep learning Y Homma, S Sy, C Yeh | 39 | 2016 |
Reinforcement learning for traffic optimization M Stevens, C Yeh Tech. rep. Stanford University. url: http://cs229. stanford. edu/proj2016spr …, 2016 | 22 | 2016 |
Robust online voltage control with an unknown grid topology C Yeh, J Yu, Y Shi, A Wierman Proceedings of the Thirteenth ACM International Conference on Future Energy …, 2022 | 10 | 2022 |
SustainGym: Reinforcement Learning Environments for Sustainable Energy Systems C Yeh, V Li, R Datta, J Arroyo, N Christianson, C Zhang, Y Chen, ... Advances in Neural Information Processing Systems 36, 2023 | 4 | 2023 |
Online learning for robust voltage control under uncertain grid topology C Yeh, J Yu, Y Shi, A Wierman IEEE Transactions on Smart Grid, 2024 | 2 | 2024 |
A Framework for Sample Efficient Interval Estimation with Control Variates S Zhao, C Yeh, S Ermon Proceedings of the Twenty Third International Conference on Artificial …, 2020 | 2 | 2020 |
SustainGym: A Benchmark Suite of Reinforcement Learning for Sustainability Applications C Yeh, V Li, R Datta, Y Yue, A Wierman NeurIPS 2022 Workshop on Tackling Climate Change with Machine Learning, 2022 | 1 | 2022 |
Decision-aware uncertainty-calibrated deep learning for robust energy system operation C Yeh, N Christianson, S Low, A Wierman, Y Yue ICLR 2023 Workshop on Tackling Climate Change with Machine Learning, 2023 | | 2023 |
Deep learning for understanding economic well-being in Africa from publicly available satellite imagery C Yeh, A Perez, A Driscoll, G Azzari, Z Tang, D Lobell, S Ermon, M Burke NeurIPS 2020 Workshop on Machine Learning for Economic Policy, 2020 | | 2020 |
Comparing Producer-Consumer Implementations in Go, Rust, and C G Fisher, C Yeh | | 2017 |