Andrew McDonald

14 papers A* 5A 1Journal 6Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Multi-Robot Multitask Gaussian Process Estimation and Coverage.
CoRR
Lai Wei, Andrew McDonald, Vaibhav Srivastava
2025 — conf
Investigating the Impact of Feature Reduction for Deep Learning-based Seasonal Sea Ice Forecasting.
NLDL
Lars Uebbing, Harald L. Joakimsen, Luigi Tommaso Luppino, Iver Martinsen, Andrew McDonald, Kristoffer Knutsen Wickstrøm, Sébastien Lefèvre, Arnt-Børre Salberg, Scott Hosking, Robert Jenssen
2024 J jnl
Interrogating Sea Ice Predictability With Gradients.
IEEE Geosci. Remote. Sens. Lett.
Harald L. Joakimsen, Iver Martinsen, Luigi Tommaso Luppino, Andrew McDonald, Scott Hosking, Robert Jenssen
2023 A* conf
Self-Recover: Forecasting Block Maxima in Time Series from Predictors with Disparate Temporal Coverage Using Self-Supervised Learning.
IJCAI
Asadullah Hill Galib, Andrew McDonald, Pang-Ning Tan, Lifeng Luo
2022 A* conf
Beyond Point Prediction: Capturing Zero-Inflated & Heavy-Tailed Spatiotemporal Data with Deep Extreme Mixture Models.
KDD
Tyler Wilson, Andrew McDonald, Asadullah Hill Galib, Pang-Ning Tan, Lifeng Luo
2022 A* conf
COMET Flows: Towards Generative Modeling of Multivariate Extremes and Tail Dependence.
IJCAI
Andrew McDonald, Pang-Ning Tan, Lifeng Luo
2022 J jnl
COMET Flows: Towards Generative Modeling of Multivariate Extremes and Tail Dependence.
CoRR
Andrew McDonald, Pang-Ning Tan, Lifeng Luo
2022 A* conf
DeepExtrema: A Deep Learning Approach for Forecasting Block Maxima in Time Series Data.
IJCAI
Asadullah Hill Galib, Andrew McDonald, Tyler Wilson, Lifeng Luo, Pang-Ning Tan
2022 J jnl
DeepExtrema: A Deep Learning Approach for Forecasting Block Maxima in Time Series Data.
CoRR
Asadullah Hill Galib, Andrew McDonald, Tyler Wilson, Lifeng Luo, Pang-Ning Tan
2021 A* conf
Multi-Robot Gaussian Process Estimation and Coverage: Deterministic Sequencing Algorithm and Regret Analysis.
ICRA
Lai Wei, Andrew McDonald, Vaibhav Srivastava
2021 — conf
Online Estimation and Coverage Control with Heterogeneous Sensing Information.
CCTA
Andrew McDonald, Lai Wei, Vaibhav Srivastava
2021 J jnl
Online Estimation and Coverage Control with Heterogeneous Sensing Information.
CoRR
Andrew McDonald, Lai Wei, Vaibhav Srivastava
2021 J jnl
Regret Analysis of Distributed Gaussian Process Estimation and Coverage.
CoRR
Lai Wei, Andrew McDonald, Vaibhav Srivastava
2021 A conf
Virtual Outreach: Lessons from a Coding Club's Response to COVID-19.
SIGCSE
Andrew McDonald, Laura K. Dillon