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Papers matching “variance reduction” 82

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Machine learning-based conditional mean filter: a generalization of the ensemble Kalman filter for nonlinear data assimilation
2021 arXiv (Cornell University) preprint Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access

Truong‐Vinh Hoang, Sebastian Krumscheid, Hermann Georg Matthies, Raul F. Tempone

0

citations
Quantifying Geodynamical Influences through Physics-Based Machine Learning: A Case Study from the Alpine Region
2023 conference-abstract Physics and Astronomy Model Reduction and Neural Networks Open access

Denise Degen, Ajay Kumar, Mauro Cacace, Magdalena Scheck‐Wenderoth, Florian Wellmann

0

citations
Local policy search with Bayesian optimization
2021 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

Sarah Müller, Alexander von Rohr, Sebastian Trimpe

17

citations
Mean-field control variate methods for kinetic equations with uncertainties and applications to socioeconomic sciences
2022 Institutional Research Information System University of Ferrara (University of Ferrara) article Decision Sciences Probabilistic and Robust Engineering Design Open access

Lorenzo Pareschi, Torsten Trimborn, Mattia Zanella

8

citations
Multi-iteration Stochastic Optimizers
2026 Applied Mathematics & Optimization article Computer Science Stochastic Gradient Optimization Techniques Open access

André Gustavo Carlon, Luis Espath, Rafael Holdorf Lopez, Raul F. Tempone

3

citations
MEAN-FIELD CONTROL VARIATE METHODS FOR KINETIC EQUATIONS WITH UNCERTAINTIES AND APPLICATIONS TO SOCIOECONOMIC SCIENCES
2021 International Journal for Uncertainty Quantification article Decision Sciences Probabilistic and Robust Engineering Design Open access

Lorenzo Pareschi, Torsten Trimborn, Mattia Zanella

2

citations
Optimal Local Convergence Rates of Stochastic First-Order Methods under Local $α$-PL
2024 arXiv (Cornell University) preprint Computer Science Stochastic Gradient Optimization Techniques Open access

Saeed Masiha, Saber Salehkaleybar, Niao He, Negar Kiyavash, Patrick Thiran

0

citations
Mean-Field Model for Two-Layer Neural Networks Trained with Consensus-Based Optimization
2025 arXiv (Cornell University) preprint Computer Science Stochastic Gradient Optimization Techniques Open access

William De Deyn, Michaël Herty, Giovanni Samaey

0

citations
Scalable method for Bayesian experimental design without integrating over posterior distribution
2023 arXiv (Cornell University) preprint Decision Sciences Optimal Experimental Design Methods Open access

Luis Espath, Sebastian Krumscheid, Raul F. Tempone

0

citations
Solar Flare Forecast: A Comparative Analysis of Machine Learning Algorithms for Predicting Solar Flare Classes
2025 Astronomy article Physics and Astronomy Solar and Space Plasma Dynamics Open access

Julia Bringewald, Olivier Parisot

7

citations
The Pharmacogenetics of Statin Therapy on Clinical Events: No Evidence that Genetic Variation Affects Statin Response on Myocardial Infarction
2022 Frontiers in Pharmacology article Medicine Lipoproteins and Cardiovascular Health Open access

Stella Trompet, Iris Postmus, Helen R. Warren, Raymond Noordam, Roelof A. J. Smit, Elizabeth Theusch, +11 more

6

citations
A hybrid landmark Aalen-Johansen estimator for transition probabilities in partially non-Markov multi-state models
2021 Lifetime Data Analysis article Mathematics Probability and Statistical Research Open access

Niklas Maltzahn, Rune Hoff, Odd O. Aalen, Ingrid Sivesind Mehlum, Hein Putter, Jon Michael Gran

13

citations
Quantum memory assisted observable estimation
2025 Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access

Liubov A. Markovich, Attaallah Almasi, Sina Zeytinoğlu, Johannes Borregaard

0

citations
Optimized feature space learning for generating efficient binary codes for image retrieval
2021 Signal Processing Image Communication article Computer Science Advanced Image and Video Retrieval Techniques Open access

Abin Jose, Erik Stefan Ottlik, Christian Rohlfing, Jens-Rainer Ohm

8

citations
A Wasserstein coupled particle filter for multilevel estimation
2022 Stochastic Analysis and Applications article Mathematics Markov Chains and Monte Carlo Methods Open access

Marco Ballesio, Ajay Jasra, Erik von Schwerin, Raul F. Tempone

9

citations
ManQala: Game-inspired strategies for quantum state engineering
2023 AVS Quantum Science article Computer Science Quantum Computing Algorithms and Architecture

Onur Danaci, Wenlei Zhang, William Djakam, Michaela Amoo, Ryan T. Glasser, Brian T. Kirby, +2 more

1

citations
A Bayesian (meta‐)regression model for treatment effects on the risk difference scale
2023 Statistics in Medicine article Decision Sciences Meta-analysis and systematic reviews Open access

Doranne Thomassen, Ewout Willem Steyerberg, Saskia le Cessie

1

citations
ManQala: Game-Inspired Strategies for Quantum State Engineering
2023 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Onur Danaci, Wenlei Zhang, William Djakam, Michaela Amoo, Ryan T. Glasser, Brian T. Kirby, +2 more

0

citations
Robustness of prediction for extreme adaptive optics systems under various observing conditions
2020 Astronomy and Astrophysics article Physics and Astronomy Adaptive optics and wavefront sensing Open access

Maaike van Kooten, Niek J. Doelman, Matthew A. Kenworthy

19

citations
Repeated Caffeine Intake Suppresses Cerebral Grey Matter Responses to Chronic Sleep Restriction in an A 1 Adenosine Receptor-Dependent Manner
2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Psychology Sleep and Work-Related Fatigue Open access

Yu-Shiuan Lin, Denise Lange, Diego Manuel Baur, Anna L. Foerges, Congying Chu, Changhong Li, +6 more

0

citations
The costs of future energy technologies: A comprehensive review of power-to-X processes
2025 Journal of CO2 Utilization article Energy Hybrid Renewable Energy Systems Open access

G. Müller, Felix Kullmann, Jochen Linßen, Detlef Stolten

21

citations
Mapping prenatal predictors and neurobehavioral outcomes of an epigenetic marker of neonatal inflammation – A longitudinal population-based study
2024 Brain Behavior and Immunity article Medicine Birth, Development, and Health Open access

Anna Suleri, Nicole Creasey, Esther Walton, Ryan L. Muetzel, Janine F. Felix, Liesbeth Duijts, +2 more

10

citations
Repeated caffeine intake suppresses cerebral grey matter responses to chronic sleep restriction in an A1 adenosine receptor-dependent manner: a double-blind randomized controlled study with PET-MRI
2024 Scientific Reports article Psychology Sleep and Work-Related Fatigue Open access

Yu-Shiuan Lin, Denise Lange, Diego Manuel Baur, Anna L. Foerges, Congying Chu, Changhong Li, +6 more

8

citations
Dynamic measurement with in-cycle process excitation of HCCI combustion: The key to handle complexity of data-driven control?
2022 International Journal of Engine Research article Chemical Engineering Advanced Combustion Engine Technologies

Julian Bedei, Malte Oberlies, Patrick Schaber, David C. Gordon, Eugen Nuss, Liguang Li, +1 more

7

citations
Gasoline Controlled Auto-Ignition with Learning-Based Uncertainty Using Stochastic Model Predictive Control
2023 Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes conference-paper Engineering Advanced Control Systems Optimization

Xu Chen, Maximilian Basler, Maike Stemmler, Dirk Abel

1

citations