Marcus Michael Noack

12 papers Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
GGMPs: Generalized Gaussian Mixture Processes.
CoRR
Vardaan Tekriwal, Mark D. Risser, Hengrui Luo, Marcus Michael Noack
2025 J jnl
gp2Scale: A Class of Compactly-Supported Non-Stationary Kernels and Distributed Computing for Exact Gaussian Processes on 10 Million Data Points.
CoRR
Marcus Michael Noack, Mark D. Risser, Hengrui Luo, Vardaan Tekriwal, Ronald Pandolfi
2024 J jnl
Compactly-supported nonstationary kernels for computing exact Gaussian processes on big data.
CoRR
Mark D. Risser, Marcus Michael Noack, Hengrui Luo, Ronald Pandolfi
2023 J jnl
A Unifying Perspective on Non-Stationary Kernels for Deeper Gaussian Processes.
CoRR
Marcus Michael Noack, Hengrui Luo, Mark D. Risser
2022 J jnl
Exact Gaussian Processes for Massive Datasets via Non-Stationary Sparsity-Discovering Kernels.
CoRR
Marcus Michael Noack, Harinarayan Krishnan, Mark D. Risser, Kristofer G. Reyes
2021 J jnl
Advanced Stationary and Non-Stationary Kernel Designs for Domain-Aware Gaussian Processes.
CoRR
Marcus Michael Noack, James A. Sethian
2021 — conf
High-Performance Hybrid-Global-Deflated-Local Optimization with Applications to Active Learning.
XLOOP@SC
Marcus Michael Noack, David Perryman, Harinarayan Krishnan, Petrus H. Zwart
2020 J jnl
K-means-driven Gaussian Process data collection for angle-resolved photoemission spectroscopy.
Mach. Learn. Sci. Technol.
Charles N. Melton, Marcus Michael Noack, Taisuke Ohta, Thomas E. Beechem, Jeremy Robinson, Xiaotian Zhang, Aaron Bostwick, Chris Jozwiak, Roland J. Koch, Petrus H. Zwart, Alexander Hexemer, Eli Rotenberg
2019 — conf
Computational Strategies to Increase Efficiency of Gaussian-Process-Driven Autonomous Experiments.
XLOOP@SC
Marcus Michael Noack, Petrus H. Zwart
2017 J jnl
Hybrid genetic deflated Newton method for global optimisation.
J. Comput. Appl. Math.
Marcus Michael Noack, Simon W. Funke
2015 J jnl
A two-scale method using a list of active sub-domains for a fully parallelized solution of wave equations.
J. Comput. Sci.
Marcus Michael Noack
2014 — conf
Structural Abnormality Detection of ARVC Patients via Localised Distance-to-Average Mapping.
STACOM
Kristin McLeod, Marcus Michael Noack, Jørg Saberniak, Kristina Haugaa