Andrew McDonald
Orcid: 0000-0001-9994-2476Affiliations:
- Michigan State University, East Lansing, MI, USA
According to our database1,
Andrew McDonald
authored at least 10 papers
between 2021 and 2025.
Collaborative distances:
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Bibliography
2025
Investigating the Impact of Feature Reduction for Deep Learning-based Seasonal Sea Ice Forecasting.
Proceedings of the Northern Lights Deep Learning Conference, 2025
2024
IEEE Geosci. Remote. Sens. Lett., 2024
2023
Self-Recover: Forecasting Block Maxima in Time Series from Predictors with Disparate Temporal Coverage Using Self-Supervised Learning.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
2022
Beyond Point Prediction: Capturing Zero-Inflated & Heavy-Tailed Spatiotemporal Data with Deep Extreme Mixture Models.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
COMET Flows: Towards Generative Modeling of Multivariate Extremes and Tail Dependence.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
DeepExtrema: A Deep Learning Approach for Forecasting Block Maxima in Time Series Data.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
2021
Proceedings of the SIGCSE '21: The 52nd ACM Technical Symposium on Computer Science Education, 2021
Multi-Robot Gaussian Process Estimation and Coverage: Deterministic Sequencing Algorithm and Regret Analysis.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021
Proceedings of the IEEE Conference on Control Technology and Applications, 2021