Robinson, Caleb

Machine learning approaches for estimating commercial building energy consumption

Robinson, C., Dilkina, B., Hubbs, J., Zhang, W., Guhathakurta, S., Brown, M. A., & Pendyala, R. M. (2017) · Applied Energy

Building Energy and Comfort OptimizationBuilding energy efficiency and sustainability

Cited by 482

Estimating residential energy consumption in metropolitan areas: A microsimulation approach

Zhang, W., Robinson, C., Guhathakurta, S., Garikapati, V. M., Dilkina, B., Brown, M. A., & Pendyala, R. M. (2018) · Energy

demographic modeling and climate adaptationEnergy, Environment, and Transportation Policies

Cited by 68

Reducing bias and increasing utility by federated generative modeling of medical images using a centralized adversary

Rajotte, J.-F., Mukherjee, S., Robinson, C., Ortiz, A., West, C., Ferres, J. M. L., & Ng, R. T. (2021) · Proceedings of the Conference on Information Technology for Social Good

Privacy-Preserving Technologies in DataGenerative Adversarial Networks and Image Synthesis

Cited by 34

Deep learning models for COVID-19 chest X-ray classification: preventing shortcut learning using feature Disentanglement

Trivedi, A., Robinson, C., Blazes, M., Ortiz, A., Desbiens, J., Gupta, S., Dodhia, R., Bhatraju, P. K., Liles, W. C., Kalpathy-Cramer, J., et al. (2022) · PLOS ONE

COVID-19 diagnosis using AIRadiomics and Machine Learning in Medical Imaging

Cited by 28

Infrastructure Resilience for Climate Adaptation

Gupta, A., Robinson, C., & Dilkina, B. (2018) · Proceedings of the 1st ACM SIGCAS Conference on Computing and Sustainable Societies

Infrastructure Resilience and Vulnerability AnalysisFlood Risk Assessment and Management

Cited by 6