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Authors and titles for recent submissions

[ total of 54 entries: 1-54 ]
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Wed, 29 May 2024

[1]  arXiv:2405.18279 [pdf, other]
Title: Identifiability, Observability, Uncertainty and Bayesian System Identification of Epidemiological Models
Authors: Jonas Hjulstad
Subjects: Applications (stat.AP); Systems and Control (eess.SY)
[2]  arXiv:2405.18271 [pdf, other]
Title: Unraveling Factors Influencing Shooting Incidents: Preliminary Analysis and Insights
Authors: Robert Hernandez, Linn Carothers
Subjects: Applications (stat.AP)
[3]  arXiv:2405.18051 [pdf, other]
Title: Predicting Progression Events in Multiple Myeloma from Routine Blood Work
Authors: Maximilian Ferle, Nora Grieb, Markus Kreuz, Uwe Platzbecker, Thomas Neumuth, Kristin Reiche, Alexander Oeser, Maximilian Merz
Comments: 18 pages, 8 figures, 4, tables
Subjects: Applications (stat.AP); Quantitative Methods (q-bio.QM)
[4]  arXiv:2405.18020 [pdf, other]
Title: The association between environmental variables and short-term mortality: evidence from Europe
Authors: Jens Robben, Katrien Antonio, Torsten Kleinow
Subjects: Applications (stat.AP)
[5]  arXiv:2405.17668 [pdf, other]
Title: Towards the use of multiple ROIs for radiomics-based survival modelling: finding a strategy of aggregating lesions
Authors: Agata Małgorzata Wilk, Andrzej Swierniak, Andrea d'Amico, Rafał Suwiński, Krzysztof Fujarewicz, Damian Borys
Comments: To be submitted to Computerized Medical Imaging and Graphics
Subjects: Applications (stat.AP)
[6]  arXiv:2405.18395 (cross-list from cs.LG) [pdf, other]
Title: MC-GTA: Metric-Constrained Model-Based Clustering using Goodness-of-fit Tests with Autocorrelations
Authors: Zhangyu Wang, Gengchen Mai, Krzysztof Janowicz, Ni Lao
Comments: ICML-2024 Proceedings
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Applications (stat.AP)
[7]  arXiv:2405.18108 (cross-list from physics.class-ph) [pdf, ps, other]
Title: Simulation of Single-Phase Natural Circulation within the BEPU Framework: Sketching Scaling Uncertainty Principle by Multi-Scale CFD Approaches
Authors: Haifu Huang (IUSTI), Jorge Perez, Nicolas Alpy, Marc Medale (IUSTI)
Journal-ref: Best Estimate Plus Uncertainty International Conference (BEPU 2024), May 2024, Lucca, Italy
Subjects: Classical Physics (physics.class-ph); Applications (stat.AP)
[8]  arXiv:2405.17734 (cross-list from cs.LG) [pdf, other]
Title: Towards Efficient Disaster Response via Cost-effective Unbiased Class Rate Estimation through Neyman Allocation Stratified Sampling Active Learning
Authors: Yanbing Bai, Xinyi Wu, Lai Xu, Jihan Pei, Erick Mas, Shunichi Koshimura
Subjects: Machine Learning (cs.LG); Applications (stat.AP)
[9]  arXiv:2405.17707 (cross-list from stat.ME) [pdf, other]
Title: The Multiplex $p_2$ Model: Mixed-Effects Modeling for Multiplex Social Networks
Authors: Anni Hong, Nynke M. D. Niezink
Subjects: Methodology (stat.ME); Applications (stat.AP)
[10]  arXiv:2405.17684 (cross-list from stat.ME) [pdf, other]
Title: ZIKQ: An innovative centile chart method for utilizing natural history data in rare disease clinical development
Authors: Tianying Wang, Wenfei Zhang, Ying Wei
Subjects: Methodology (stat.ME); Applications (stat.AP)
[11]  arXiv:2405.16413 (cross-list from cs.AI) [pdf, other]
Title: Augmented Risk Prediction for the Onset of Alzheimer's Disease from Electronic Health Records with Large Language Models
Authors: Jiankun Wang, Sumyeong Ahn, Taykhoom Dalal, Xiaodan Zhang, Weishen Pan, Qiannan Zhang, Bin Chen, Hiroko H. Dodge, Fei Wang, Jiayu Zhou
Subjects: Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG); Applications (stat.AP)

Tue, 28 May 2024

[12]  arXiv:2405.17214 [pdf, other]
Title: Modelling between- and within-season trajectories in elite athletic performance data
Authors: M. Spyropoulou, J. G. Hopker, J. E. Griffin
Subjects: Applications (stat.AP)
[13]  arXiv:2405.17070 [pdf, ps, other]
Title: Efficient mid-term forecasting of hourly electricity load using generalized additive models
Authors: Monika Zimmermann, Florian Ziel
Subjects: Applications (stat.AP); Machine Learning (cs.LG); General Economics (econ.GN); Statistical Finance (q-fin.ST)
[14]  arXiv:2405.16385 [pdf, other]
Title: Combining straight-line and map-based distances to investigate the connection between proximity to healthy foods and disease
Authors: Sarah C. Lotspeich, Ashley E. Mullan, Lucy D'Agostino McGowan, Staci A. Hepler
Comments: 18 pages, 4 figures, 4 tables. R package, data, and code available on GitHub (details in Supplementary Materials)
Subjects: Applications (stat.AP)
[15]  arXiv:2405.15835 [pdf, other]
Title: Analyzing the Impact of Climate Change With Major Emphasis on Pollution: A Comparative Study of ML and Statistical Models in Time Series Data
Authors: Anurag Mishra, Ronen Gold, Sanjeev Vijayakumar
Subjects: Applications (stat.AP); Artificial Intelligence (cs.AI); Machine Learning (stat.ML)
[16]  arXiv:2405.17032 (cross-list from q-bio.QM) [pdf, other]
Title: Exact phylodynamic likelihood via structured Markov genealogy processes
Authors: Aaron A. King, Qianying Lin, Edward L. Ionides
Subjects: Quantitative Methods (q-bio.QM); Probability (math.PR); Populations and Evolution (q-bio.PE); Applications (stat.AP)
[17]  arXiv:2405.16969 (cross-list from cs.CL) [pdf, other]
Title: The Multi-Range Theory of Translation Quality Measurement: MQM scoring models and Statistical Quality Control
Authors: Arle Lommel, Serge Gladkoff, Alan Melby, Sue Ellen Wright, Ingemar Strandvik, Katerina Gasova, Angelika Vaasa, Andy Benzo, Romina Marazzato Sparano, Monica Faresi, Johani Innis, Lifeng Han, Goran Nenadic
Comments: working paper, 20 pages
Subjects: Computation and Language (cs.CL); Applications (stat.AP)
[18]  arXiv:2405.16730 (cross-list from cs.LG) [pdf, other]
Title: Latent Energy-Based Odyssey: Black-Box Optimization via Expanded Exploration in the Energy-Based Latent Space
Authors: Peiyu Yu, Dinghuai Zhang, Hengzhi He, Xiaojian Ma, Ruiyao Miao, Yifan Lu, Yasi Zhang, Deqian Kong, Ruiqi Gao, Jianwen Xie, Guang Cheng, Ying Nian Wu
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Applications (stat.AP)
[19]  arXiv:2405.16298 (cross-list from stat.ME) [pdf, other]
Title: Fast Emulation and Modular Calibration for Simulators with Functional Response
Authors: Grant Hutchings, Derek Bingham, Earl Lawrence
Subjects: Methodology (stat.ME); Applications (stat.AP)
[20]  arXiv:2405.16164 (cross-list from cs.LG) [pdf, other]
Title: Acquiring Better Load Estimates by Combining Anomaly and Change-point Detection in Power Grid Time-series Measurements
Authors: Roel Bouman, Linda Schmeitz, Luco Buise, Jacco Heres, Yuliya Shapovalova, Tom Heskes
Comments: All code can be found at: this https URL
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Applications (stat.AP); Machine Learning (stat.ML)
[21]  arXiv:2405.16106 (cross-list from stat.ME) [pdf, other]
Title: On the PM2.5 -- Mortality Relationship: A Bayesian Dynamic Model for Spatio-Temporal Confounding
Authors: Carlo Zaccardi, Pasquale Valentini, Luigi Ippoliti, Alexandra M. Schmidt
Comments: 40 pages, 11 figures
Subjects: Methodology (stat.ME); Applications (stat.AP)
[22]  arXiv:2405.16046 (cross-list from stat.ME) [pdf, ps, other]
Title: Sensitivity Analysis for Attributable Effects in Case$^2$ Studies
Authors: Kan Chen, Ting Ye, Dylan S. Small
Comments: 25 pages, 2 Figures, 4 Tables
Subjects: Methodology (stat.ME); Applications (stat.AP)
[23]  arXiv:2405.15948 (cross-list from stat.ME) [pdf, other]
Title: Multicalibration for Censored Survival Data: Towards Universal Adaptability in Predictive Modeling
Authors: Hanxuan Ye, Hongzhe Li
Comments: The supplementary material is excluded
Subjects: Methodology (stat.ME); Applications (stat.AP)

Mon, 27 May 2024

[24]  arXiv:2405.15513 [pdf, ps, other]
Title: Seismic fragility curves fitting revisited: ordinal regression models and their generalization
Authors: Libo Chen
Subjects: Applications (stat.AP)
[25]  arXiv:2405.15359 [pdf, other]
Title: Adaptive probabilistic forecasting of French electricity spot prices
Authors: Grégoire Dutot, Margaux Zaffran, Olivier Féron, Yannig Goude
Subjects: Applications (stat.AP)
[26]  arXiv:2405.15003 [pdf, other]
Title: A Bayesian Approach to GRAPPA Parallel FMRI Image Reconstruction Increases SNR and Power of Task Detection
Authors: Chase J Sakitis, Daniel B Rowe
Comments: 19 pages, 15 figures (23 pages and 19 figures including the supplementary material)
Subjects: Applications (stat.AP)
[27]  arXiv:2405.14896 [pdf, ps, other]
Title: Study on spike-and-wave detection in epileptic signals using t-location-scale distribution and the K-nearest neighbors classifier
Authors: Antonio Quintero-Rincón, Jorge Prendes, Valeria Muro, Carlos D'Giano
Comments: 7 pages, 6 figures, INPROCEEDINGS IEEE paper
Journal-ref: 2017 IEEE URUCON Conferences
Subjects: Applications (stat.AP); Machine Learning (cs.LG); Computation (stat.CO); Machine Learning (stat.ML)
[28]  arXiv:2405.14891 [pdf, other]
Title: Auditing the Fairness of COVID-19 Forecast Hub Case Prediction Models
Authors: Saad Mohammad Abrar, Naman Awasthi, Daniel Smolyak, Vanessa Frias-Martinez
Subjects: Applications (stat.AP); Computers and Society (cs.CY); Machine Learning (cs.LG)
[29]  arXiv:2405.15740 (cross-list from stat.ME) [pdf, other]
Title: On Flexible Inverse Probability of Treatment and Intensity Weighting: Informative Censoring, Variable Inclusion, and Weight Trimming
Authors: Grace Tompkins, Joel A Dubin, Michael Wallace
Comments: 20 pages and 2 figures in main document, 8 pages and 2 figures in Supplemental Material. Submitted to Statistical Methods in Medical Research
Subjects: Methodology (stat.ME); Applications (stat.AP)
[30]  arXiv:2405.15536 (cross-list from physics.geo-ph) [pdf, other]
Title: A graph-space optimal transport FWI approach based on κ-generalized Gaussian distribution
Authors: Sérgio Luiz E.F. da Silva, G. Kaniadakis
Comments: 7 pages, 4 figures. Published in International Meeting for Applied Geoscience & Energy Expanded Abstracts 2023
Journal-ref: da Silva & Kaniadakis (2023) Third International Meeting for Applied Geoscience & Energy Expanded Abstracts. pp. 670-674
Subjects: Geophysics (physics.geo-ph); Statistics Theory (math.ST); Computational Physics (physics.comp-ph); Data Analysis, Statistics and Probability (physics.data-an); Applications (stat.AP)
[31]  arXiv:2405.14878 (cross-list from eess.IV) [pdf, other]
Title: Improving and Evaluating Machine Learning Methods for Forensic Shoeprint Matching
Authors: Divij Jain, Saatvik Kher, Lena Liang, Yufeng Wu, Ashley Zheng, Xizhen Cai, Anna Plantinga, Elizabeth Upton
Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Applications (stat.AP)

Fri, 24 May 2024

[32]  arXiv:2405.14789 [pdf, ps, other]
Title: A Bayesian Approach to Estimate Causal Peer Influence Accounting for Latent Network Homophily
Authors: Seungha Um, Tracy Sweet, Samrachana Adhikari
Comments: 39 pages, 15 figures, 2 tables
Subjects: Applications (stat.AP)
[33]  arXiv:2405.14403 [pdf, other]
Title: Representative electricity price profiles for European day-ahead and intraday spot markets
Authors: Chrysanthi Papadimitriou, Jan C. Schulze, Alexander Mitsos
Comments: Supplementary information (SI) included; Manuscript: 27 pages, 9 figures, 4 tables; SI: 7 pages, 5 figures, 2 tables
Subjects: Applications (stat.AP); Computational Engineering, Finance, and Science (cs.CE); Physics and Society (physics.soc-ph)
[34]  arXiv:2405.13399 [pdf, other]
Title: Scalable Bayesian Inference for Bradley--Terry Models with Ties: An Application to Honour Based Abuse
Authors: Rowland G Seymour, Fabian Hernandez
Comments: 17 pages, 6 figures, submitted
Subjects: Applications (stat.AP)
[35]  arXiv:2405.14711 (cross-list from stat.ME) [pdf, other]
Title: Zero-inflation in the Multivariate Poisson Lognormal Family
Authors: Bastien Batardière, Julien Chiquet, François Gindraud, Mahendra Mariadassou
Comments: 27 pages including appendices. 8 figures, 1 table
Subjects: Methodology (stat.ME); Applications (stat.AP); Machine Learning (stat.ML)
[36]  arXiv:2405.14690 (cross-list from q-bio.QM) [pdf, other]
Title: Multilevel functional data analysis modeling of human glucose response to meal intake
Authors: Marcos Matabuena, Joe Sartini, Francisco Gude
Subjects: Quantitative Methods (q-bio.QM); Applications (stat.AP)
[37]  arXiv:2405.14149 (cross-list from stat.ME) [pdf, other]
Title: A Direct Importance Sampling-based Framework for Rare Event Uncertainty Quantification in Non-Gaussian Spaces
Authors: Elsayed Eshra, Konstantinos G. Papakonstantinou, Hamed Nikbakht
Subjects: Methodology (stat.ME); Applications (stat.AP); Computation (stat.CO)
[38]  arXiv:2405.14018 (cross-list from cs.CR) [pdf, other]
Title: Watermarking Generative Tabular Data
Authors: Hengzhi He, Peiyu Yu, Junpeng Ren, Ying Nian Wu, Guang Cheng
Subjects: Cryptography and Security (cs.CR); Machine Learning (cs.LG); Applications (stat.AP)
[39]  arXiv:2405.13821 (cross-list from stat.CO) [pdf, other]
Title: Normalizing Basis Functions: Approximate Stationary Models for Large Spatial Data
Authors: Antony Sikorski, Daniel McKenzie, Douglas Nychka
Subjects: Computation (stat.CO); Numerical Analysis (math.NA); Applications (stat.AP)
[40]  arXiv:2405.13655 (cross-list from eess.IV) [pdf, other]
Title: A Deep Learning Approach to Multi-Fiber Parameter Estimation and Uncertainty Quantification in Diffusion MRI
Authors: William Consagra, Lipeng Ning, Yogesh Rathi
Subjects: Image and Video Processing (eess.IV); Quantitative Methods (q-bio.QM); Applications (stat.AP); Computation (stat.CO)
[41]  arXiv:2405.13553 (cross-list from stat.ME) [pdf, other]
Title: Hidden semi-Markov models with inhomogeneous state dwell-time distributions
Authors: Jan-Ole Koslik
Comments: 35 pages, 12 figures
Subjects: Methodology (stat.ME); Applications (stat.AP)
[42]  arXiv:2405.13537 (cross-list from stat.ME) [pdf, other]
Title: Sequential Bayesian inference for stochastic epidemic models of cumulative incidence
Authors: Sam A. Whitaker, Andrew Golightly, Colin S. Gillespie, Theodore Kypraios
Comments: 27 pages
Subjects: Methodology (stat.ME); Applications (stat.AP); Computation (stat.CO)
[43]  arXiv:2405.13469 (cross-list from astro-ph.EP) [pdf, other]
Title: Machine Learning for Exoplanet Detection in High-Contrast Spectroscopy: Revealing Exoplanets by Leveraging Hidden Molecular Signatures in Cross-Correlated Spectra with Convolutional Neural Networks
Authors: Emily O. Garvin, Markus J. Bonse, Jean Hayoz, Gabriele Cugno, Jonas Spiller, Polychronis A. Patapis, Dominique Petit Dit de la Roche, Rakesh Nath-Ranga, Olivier Absil, Nicolai F. Meinshausen, Sascha P. Quanz
Comments: 27 pages, 24 figures. Submitted for publication in A&A January 2, 2024. After first iteration with the referee, resubmitted May 17, 2024
Subjects: Earth and Planetary Astrophysics (astro-ph.EP); Instrumentation and Methods for Astrophysics (astro-ph.IM); Machine Learning (cs.LG); Applications (stat.AP)
[44]  arXiv:2405.13400 (cross-list from stat.ME) [pdf, other]
Title: Ensemble size dependence of the logarithmic score for forecasts issued as multivariate normal distributions
Authors: Martin Leutbecher, Sándor Baran
Comments: 24 pages; 7 figures; 4 tables
Subjects: Methodology (stat.ME); Applications (stat.AP)
[45]  arXiv:2405.13251 (cross-list from econ.GN) [pdf, other]
Title: Valores extremos de inflación en Costa Rica
Authors: Daniel Aguilar, Breyner Chacón
Comments: in Spanish language. arXiv admin note: text overlap with arXiv:2405.12240
Subjects: General Economics (econ.GN); Applications (stat.AP)
[46]  arXiv:2405.13180 (cross-list from eess.SP) [pdf, other]
Title: Data Assimilation with Machine Learning Surrogate Models: A Case Study with FourCastNet
Authors: Melissa Adrian, Daniel Sanz-Alonso, Rebecca Willett
Subjects: Signal Processing (eess.SP); Machine Learning (cs.LG); Chaotic Dynamics (nlin.CD); Atmospheric and Oceanic Physics (physics.ao-ph); Applications (stat.AP)
[47]  arXiv:2405.12230 (cross-list from astro-ph.IM) [pdf, other]
Title: Computing the Instantaneous Collision Probability between Satellites using Characteristic Function Inversion
Authors: Jason Bernstein
Subjects: Instrumentation and Methods for Astrophysics (astro-ph.IM); Applications (stat.AP)

Wed, 22 May 2024

[48]  arXiv:2405.12588 [pdf, other]
Title: An analysis of factors impacting team strengths in the Australian Football League using time-variant Bradley-Terry models
Authors: Carlos Rafael Gonzalez Soffner, Manuele Leonelli
Subjects: Applications (stat.AP)
[49]  arXiv:2405.12437 [pdf, ps, other]
Title: Considerations for Single-Arm Trials to Support Accelerated Approval of Oncology Drugs
Authors: Feinan Lu, Tao Wang, Ying Lu, Jie Chen
Subjects: Applications (stat.AP)
[50]  arXiv:2405.12331 [pdf, other]
Title: An Introduction on Solar Imaging Data Analytic Challenges and Opportunities for Statisticians
Authors: Yang Chen, Ward Manchester, Meng Jin, Alexei Pevtsov
Subjects: Applications (stat.AP); Instrumentation and Methods for Astrophysics (astro-ph.IM); Solar and Stellar Astrophysics (astro-ph.SR)
[51]  arXiv:2405.12325 [pdf, other]
Title: A canonical polyadic tensor basis for fast Bayesian estimation of multi-subject fMRI activation patterns
Authors: Michelle F. Miranda
Subjects: Applications (stat.AP); Computation (stat.CO)
[52]  arXiv:2405.12614 (cross-list from physics.ao-ph) [pdf, other]
Title: Efficient modeling of sub-kilometer surface wind with Gaussian processes and neural networks
Authors: Francesco Zanetta, Daniele Nerini, Matteo Buzzi, Henry Moss
Comments: 18 pages, 10 figures. Submitted to AMS AI4ES journal on May 17th, 2024
Subjects: Atmospheric and Oceanic Physics (physics.ao-ph); Applications (stat.AP); Machine Learning (stat.ML)
[53]  arXiv:2405.12390 (cross-list from stat.ML) [pdf, other]
Title: A Metric-based Principal Curve Approach for Learning One-dimensional Manifold
Authors: Elvis Han Cui, Sisi Shao
Subjects: Machine Learning (stat.ML); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Applications (stat.AP)
[54]  arXiv:2405.12386 (cross-list from stat.ML) [pdf, other]
Title: Particle swarm optimization with Applications to Maximum Likelihood Estimation and Penalized Negative Binomial Regression
Authors: Sisi Shao, Junhyung Park, Weng Kee Wong
Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Applications (stat.AP); Computation (stat.CO)
[ total of 54 entries: 1-54 ]
[ showing up to 100 entries per page: fewer | more ]

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