| From words to watts: Benchmarking the energy costs of large language model inference S Samsi, D Zhao, J McDonald, B Li, A Michaleas, M Jones, W Bergeron, ... 2023 IEEE High Performance Extreme Computing Conference (HPEC), 1-9, 2023 | 36 | 2023 |
| A green (er) world for ai D Zhao, NC Frey, J McDonald, M Hubbell, D Bestor, M Jones, A Prout, ... 2022 IEEE International Parallel and Distributed Processing Symposium …, 2022 | 9 | 2022 |
| Benchmarking resource usage for efficient distributed deep learning NC Frey, B Li, J McDonald, D Zhao, M Jones, D Bestor, D Tiwari, ... 2022 IEEE High Performance Extreme Computing Conference (HPEC), 1-8, 2022 | 8 | 2022 |
| Energy-aware neural architecture selection and hyperparameter optimization NC Frey, D Zhao, S Axelrod, M Jones, D Bestor, V Gadepally, ... 2022 IEEE International Parallel and Distributed Processing Symposium …, 2022 | 6 | 2022 |
| Sustainable supercomputing for AI: GPU power capping at HPC scale D Zhao, S Samsi, J McDonald, B Li, D Bestor, M Jones, D Tiwari, ... Proceedings of the 2023 ACM Symposium on Cloud Computing, 588-596, 2023 | 5 | 2023 |
| Regional Concentration of Industry in China: decentralised choices or a central plan? SC Sheppard, D Zhao Available at SSRN 3179320, 2016 | 4 | 2016 |
| Combining Explicit and Implicit Regularization for Efficient Learning in Deep Networks D Zhao Advances in Neural Information Processing Systems (NeurIPS), 2022 | 2 | 2022 |
| Penalization methods with group-wise sparsity: econometric applications to eBay Motors online auctions Q Wang, D Zhao Empirical Economics 57, 683-704, 2019 | 2 | 2019 |
| AI enabled maneuver identification via the maneuver identification challenge K Samuel, M LaRosa, K McAlpin, M Schaefer, B Swenson, D Wasilefsky, ... arXiv preprint arXiv:2211.15552, 2022 | 1 | 2022 |
| Loss Curve Approximations for Fast Neural Architecture Ranking & Training Elasticity Estimation D Zhao, NC Frey, V Gadepally, S Samsi 2022 IEEE International Parallel and Distributed Processing Symposium …, 2022 | 1 | 2022 |
| Improvements & Evaluations on the MLCommons CloudMask Benchmark V Chennamsetti, L Mehnaz, D Zhao, B Ghosh, SV Samsonau arXiv preprint arXiv:2403.04553, 2024 | | 2024 |
| Entangling Machine Learning with Quantum Tensor Networks C van der Poel, D Zhao arXiv preprint arXiv:2403.12969, 2024 | | 2024 |
| Interventions to Reduce AI Energy Requirements D Edelman, J McDonald, D Bestor, M Jones, B Li, D Tiwari, D Zhao, ... | | |
