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Authors and titles for November 2019

Total of 1573 entries : 1-50 51-100 101-150 151-200 ... 1551-1573
Showing up to 50 entries per page: fewer | more | all
[1] arXiv:1911.00002 [cn-pdf, pdf, other]
Title: Continual Multi-task Gaussian Processes
Pablo Moreno-Muñoz, Antonio Artés-Rodríguez, Mauricio A. Álvarez
Subjects: Machine Learning (stat.ML) ; Machine Learning (cs.LG)
[2] arXiv:1911.00068 [cn-pdf, pdf, other]
Title: Confident Learning: Estimating Uncertainty in Dataset Labels
Curtis G. Northcutt, Lu Jiang, Isaac L. Chuang
Comments: Published in Journal of Artificial Intelligence Research (JAIR)
Journal-ref: Journal of Artificial Intelligence Research (JAIR) (2021)
Subjects: Machine Learning (stat.ML) ; Machine Learning (cs.LG)
[3] arXiv:1911.00082 [cn-pdf, pdf, other]
Title: Regression of binary network data with exchangeable latent errors
Frank W. Marrs, Bailey K. Fosdick
Subjects: Methodology (stat.ME)
[4] arXiv:1911.00098 [cn-pdf, pdf, html, other]
Title: Simultaneous Inference for Multiple Proportions: A Multivariate Beta-Binomial Model
Max Westphal
Comments: 25 pages, 7 figures; v2: one reference updated, minor cosmetic changes, contents unaffected; v3: slight abstract overhaul, typos fixed, different template, contents unaffected; v4: added comment regarding limitation of copula approach in discussion section, no other changes; v5: fixed denominator in last equation of proposition 2.1
Subjects: Methodology (stat.ME)
[5] arXiv:1911.00115 [cn-pdf, pdf, other]
Title: The consequences of checking for zero-inflation and overdispersion in the analysis of count data
Harlan Campbell
Comments: 30 pages, 17 figures
Subjects: Methodology (stat.ME)
[6] arXiv:1911.00151 [cn-pdf, pdf, other]
Title: Estimating animal utilization distributions from multiple data types: a joint spatio-temporal point process framework
Joe Watson, Ruth Joy, Dominic Tollit, Sheila J Thornton, Marie Auger-Méthé
Comments: 23 pages of main text + 13 page supplementary material
Subjects: Methodology (stat.ME) ; Applications (stat.AP)
[7] arXiv:1911.00160 (cross-list from math.ST) [cn-pdf, pdf, other]
Title: Notes on the dimension dependence in high-dimensional central limit theorems for hyperrectangles
Yuta Koike
Comments: 33 pages. The constant of Lemma 2.2 is modified and the proof is corrected
Journal-ref: Jpn. J. Stat. Data Sci. 4 (2021) 257-297
Subjects: Statistics Theory (math.ST) ; Probability (math.PR)
[8] arXiv:1911.00184 [cn-pdf, pdf, other]
Title: Integrated Clustering and Anomaly Detection (INCAD) for Streaming Data (Revised)
Sreelekha Guggilam, Syed M. A. Zaidi, Varun Chandola, Abani K. Patra
Comments: 13 pages; fixes typos in equations 5,6,9,10 on inference using Gibbs sampling
Journal-ref: ICCS 2019. Lecture Notes in Computer Science, vol 11539. Springer, Cham,
Subjects: Machine Learning (stat.ML) ; Machine Learning (cs.LG)
[9] arXiv:1911.00190 [cn-pdf, pdf, other]
Title: Randomization as Regularization: A Degrees of Freedom Explanation for Random Forest Success
Lucas Mentch, Siyu Zhou
Comments: To Appear in the Journal of Machine Learning Research (JMLR)
Subjects: Machine Learning (stat.ML) ; Machine Learning (cs.LG)
[10] arXiv:1911.00198 [cn-pdf, pdf, other]
Title: Model diagnostics for censored regression via randomized survival probabilities
Longhai Li, Tingxuan Wu, Cindy Feng
Comments: Accepted version. 12 pages
Journal-ref: Statistics in Medicine, 2021, Volume40, Issue6, Pages 1482-1497
Subjects: Methodology (stat.ME) ; Computation (stat.CO)
[11] arXiv:1911.00204 [cn-pdf, pdf, other]
Title: A regression approach to the two-dataset problem
Steven N. MacEachern, Koji Miyawaki
Comments: The final version will be published in Statistics
Subjects: Methodology (stat.ME)
[12] arXiv:1911.00217 (cross-list from math.ST) [cn-pdf, pdf, other]
Title: Update of prior probabilities by minimal divergence
Jan Naudts
Comments: Small improvements
Journal-ref: Entropy 23, 1668 (2021)
Subjects: Statistics Theory (math.ST) ; Probability (math.PR) ; Data Analysis, Statistics and Probability (physics.data-an) ; Quantum Physics (quant-ph) ; Methodology (stat.ME)
[13] arXiv:1911.00218 [cn-pdf, pdf, other]
Title: Statistical Model Aggregation via Parameter Matching
Mikhail Yurochkin, Mayank Agarwal, Soumya Ghosh, Kristjan Greenewald, Trong Nghia Hoang
Comments: NeurIPS 2019
Subjects: Machine Learning (stat.ML) ; Machine Learning (cs.LG)
[14] arXiv:1911.00240 [cn-pdf, pdf, other]
Title: Revisiting the random shift approach for testing in spatial statistics
Tomas Mrkvicka, Jiri Dvorak, Jonatan A. Gonzalez, Jorge Mateu
Subjects: Methodology (stat.ME)
[15] arXiv:1911.00294 [cn-pdf, pdf, other]
Title: A Unified Stochastic Gradient Approach to Designing Bayesian-Optimal Experiments
Adam Foster, Martin Jankowiak, Matthew O'Meara, Yee Whye Teh, Tom Rainforth
Comments: Published as a conference paper at AISTATS 2020
Subjects: Machine Learning (stat.ML) ; Machine Learning (cs.LG) ; Computation (stat.CO)
[16] arXiv:1911.00347 [cn-pdf, pdf, other]
Title: An efficient and robust approach to Mendelian randomization with measured pleiotropic effects in a high-dimensional setting
Andrew J. Grant, Stephen Burgess
Subjects: Methodology (stat.ME)
[17] arXiv:1911.00348 [cn-pdf, pdf, other]
Title: Hierarchical Expert Networks for Meta-Learning
Heinke Hihn, Daniel A. Braun
Comments: Presented at the 4th ICML Workshop on Life Long Machine Learning, 2020
Subjects: Machine Learning (stat.ML) ; Machine Learning (cs.LG)
[18] arXiv:1911.00448 [cn-pdf, pdf, other]
Title: Bayesian Multivariate Nonlinear State Space Copula Models
Alexander Kreuzer, Luciana Dalla Valle, Claudia Czado
Subjects: Methodology (stat.ME)
[19] arXiv:1911.00469 (cross-list from math.ST) [cn-pdf, pdf, other]
Title: Exact model comparisons in the plausibility framework
Stefan Böhringer, Dietmar Lohmann
Subjects: Statistics Theory (math.ST) ; Applications (stat.AP) ; Computation (stat.CO)
[20] arXiv:1911.00512 [cn-pdf, pdf, other]
Title: Modeling National Latent Socioeconomic Health and Examination of Policy Effects via Causal Inference
F. Swen Kuh, Grace S. Chiu, Anton H. Westveld
Subjects: Applications (stat.AP) ; General Economics (econ.GN) ; Methodology (stat.ME)
[21] arXiv:1911.00535 [cn-pdf, pdf, other]
Title: Think-aloud interviews: A tool for exploring student statistical reasoning
Alex Reinhart, Ciaran Evans, Amanda Luby, Josue Orellana, Mikaela Meyer, Jerzy Wieczorek, Peter Elliott, Philipp Burckhardt, Rebecca Nugent
Comments: 29 pages, 2 tables, 2 figures
Journal-ref: Journal of Statistics and Data Science Education (2022), 30:2, 100-113
Subjects: Other Statistics (stat.OT)
[22] arXiv:1911.00538 (cross-list from math.ST) [cn-pdf, pdf, other]
Title: Optimality of Spectral Clustering in the Gaussian Mixture Model
Matthias Löffler, Anderson Y. Zhang, Harrison H. Zhou
Subjects: Statistics Theory (math.ST) ; Machine Learning (cs.LG) ; Spectral Theory (math.SP)
[23] arXiv:1911.00554 [cn-pdf, pdf, other]
Title: Penalized robust estimators in logistic regression with applications to sparse models
Ana M. Bianco, Graciela Boente, Gonzalo Chebi
Subjects: Methodology (stat.ME)
[24] arXiv:1911.00572 [cn-pdf, pdf, other]
Title: Probabilistic Formulation of the Take The Best Heuristic
Tomi Peltola, Jussi Jokinen, Samuel Kaski
Comments: Annual Meeting of the Cognitive Science Society, CogSci 2018 Proceedings
Subjects: Applications (stat.AP) ; Artificial Intelligence (cs.AI)
[25] arXiv:1911.00619 [cn-pdf, pdf, other]
Title: BIMC: The Bayesian Inverse Monte Carlo method for goal-oriented uncertainty quantification. Part I
Siddhant Wahal, George Biros
Subjects: Computation (stat.CO) ; Methodology (stat.ME)
[26] arXiv:1911.00648 [cn-pdf, pdf, other]
Title: salmon: A Symbolic Linear Regression Package for Python
Alex Boyd, Dennis L. Sun
Comments: Accepted in the Journal of Statistical Software
Journal-ref: Journal of Statistical Software, 108(8), 1-26 (2024)
Subjects: Computation (stat.CO)
[27] arXiv:1911.00658 [cn-pdf, pdf, other]
Title: Global Adaptive Generative Adjustment
Bin Wang, Xiaofei Wang, Jianhua Guo
Subjects: Machine Learning (stat.ML) ; Machine Learning (cs.LG) ; Signal Processing (eess.SP)
[28] arXiv:1911.00685 [cn-pdf, pdf, other]
Title: Sparse inversion for derivative of log determinant
Shengxin Zhu, Andrew J Wathen
Comments: 15
Subjects: Computation (stat.CO) ; Numerical Analysis (math.NA) ; Machine Learning (stat.ML)
[29] arXiv:1911.00688 [cn-pdf, pdf, other]
Title: Model Specification Test with Unlabeled Data: Approach from Covariate Shift
Masahiro Kato, Hikaru Kawarazaki
Comments: The proof was wrong
Subjects: Methodology (stat.ME) ; Econometrics (econ.EM) ; Machine Learning (stat.ML)
[30] arXiv:1911.00702 [cn-pdf, pdf, other]
Title: Bayesian inference for dynamic vine copulas in higher dimensions
Alexander Kreuzer, Claudia Czado
Subjects: Methodology (stat.ME)
[31] arXiv:1911.00708 [cn-pdf, pdf, other]
Title: fMRI group analysis based on outputs from Matrix-Variate Dynamic Linear Models
Johnatan Cardona Jiménez
Subjects: Applications (stat.AP)
[32] arXiv:1911.00717 [cn-pdf, pdf, other]
Title: An aberration criterion for conditional models
Ming-Chung Chang
Subjects: Methodology (stat.ME)
[33] arXiv:1911.00730 (cross-list from math.ST) [cn-pdf, pdf, other]
Title: Estimating Certain Integral Probability Metric (IPM) is as Hard as Estimating under the IPM
Tengyuan Liang
Comments: 15 pages. arXiv admin note: substantial text overlap with arXiv:1908.10324
Subjects: Statistics Theory (math.ST) ; Machine Learning (stat.ML)
[34] arXiv:1911.00741 [cn-pdf, pdf, other]
Title: Yakovlev Promotion Time Cure Model with Local Polynomial Estimation
Li-Hsiang Lin, Li-Shan Huang
Comments: 26 pages, 4 figures
Subjects: Methodology (stat.ME)
[35] arXiv:1911.00770 [cn-pdf, pdf, other]
Title: Rank-deficiencies in a reduced information latent variable model
Daniel L. Oberski
Subjects: Methodology (stat.ME) ; Statistics Theory (math.ST)
[36] arXiv:1911.00794 (cross-list from math.ST) [cn-pdf, pdf, other]
Title: On The Study Of D-Optimal Saturated Designs For Mean, Main Effects and $F_1$-Two-Factor Interactions For $2^k$-Factorial Experiments
Francois K Domagni, A. S. Hedayat, Bikas Kumar Sinha
Subjects: Statistics Theory (math.ST)
[37] arXiv:1911.00797 [cn-pdf, pdf, other]
Title: Bayesian model averaging with the integrated nested Laplace approximation
Virgilio Gómez-Rubio, Roger S. Bivand, Håvard Rue
Comments: Submitted to Econometrics (MDPI)
Subjects: Computation (stat.CO) ; Methodology (stat.ME)
[38] arXiv:1911.00813 (cross-list from math.ST) [cn-pdf, pdf, other]
Title: Reply to on some problems in the article "Efficient likelihood estimation in state space models" by Cheng-Der Fuh [Ann, Statist. 34 (2006) 2026-2068]
Cheng-Der Fuh, Chu-Lan Kao
Subjects: Statistics Theory (math.ST)
[39] arXiv:1911.00817 [cn-pdf, pdf, other]
Title: The Importance of Environmental Factors in Forecasting Australian Power Demand
Ali Eshragh, Benjamin Ganim, Terry Perkins, Kasun Bandara
Comments: Keywords: Electricity power peak demand forecasting, Environmental factors, SARIMA-regression Model
Subjects: Applications (stat.AP)
[40] arXiv:1911.00827 [cn-pdf, pdf, other]
Title: A simple study of the correlation effects in the superposition of waves of electric fields: the emergence of extreme events
Roberto da Silva, Sandra D. Prado
Comments: 11 pages, 3 figures
Subjects: Applications (stat.AP)
[41] arXiv:1911.00862 [cn-pdf, pdf, other]
Title: Optimal two-stage testing of multiple mediators
Vera Djordjilović, Jesse Hemerik, Magne Thoresen
Subjects: Methodology (stat.ME)
[42] arXiv:1911.00878 [cn-pdf, pdf, other]
Title: Bayesian adaptive N-of-1 trials for estimating population and individual treatment effects
S. G. Jagath Senarathne, Antony M. Overstall, James M. McGree
Subjects: Computation (stat.CO) ; Methodology (stat.ME)
[43] arXiv:1911.00915 [cn-pdf, pdf, other]
Title: Estimating accuracy of the MCMC variance estimator: a central limit theorem for batch means estimators
Saptarshi Chakraborty, Suman K. Bhattacharya, Kshitij Khare
Comments: 28 pages, 2 figures
Subjects: Computation (stat.CO) ; Statistics Theory (math.ST)
[44] arXiv:1911.00936 [cn-pdf, pdf, other]
Title: Enhancing VAEs for Collaborative Filtering: Flexible Priors & Gating Mechanisms
Daeryong Kim, Bongwon Suh
Journal-ref: In Thirteenth ACM Conference on Recommender Systems (RecSys '19), September 16-20, 2019, Copenhagen, Denmark. ACM, New York, NY, USA, 5 pages
Subjects: Machine Learning (stat.ML) ; Information Retrieval (cs.IR) ; Machine Learning (cs.LG)
[45] arXiv:1911.00955 [cn-pdf, pdf, other]
Title: Gaussian process surrogate modeling with manipulating factors for carbon nanotube growth experiments
Chiwoo Park, Rahul Rao, Pavel Nikolaev, Benji Maruyama
Comments: Keywords: Surrogate Modeling, Input Uncertainty, Control Uncertainty, Gaussian Process
Subjects: Methodology (stat.ME)
[46] arXiv:1911.00989 (cross-list from math.ST) [cn-pdf, pdf, other]
Title: Piecewise autoregression for general integer-valued time series
Mamadou Lamine Diop, William Kengne
Subjects: Statistics Theory (math.ST)
[47] arXiv:1911.01010 [cn-pdf, pdf, other]
Title: Seasonally-Adjusted Auto-Regression of Vector Time Series
Enzo Busseti
Subjects: Machine Learning (stat.ML) ; Machine Learning (cs.LG) ; Optimization and Control (math.OC)
[48] arXiv:1911.01018 (cross-list from math.ST) [cn-pdf, pdf, other]
Title: Iterative Algorithm for Discrete Structure Recovery
Chao Gao, Anderson Y. Zhang
Subjects: Statistics Theory (math.ST) ; Computation (stat.CO) ; Methodology (stat.ME) ; Machine Learning (stat.ML)
[49] arXiv:1911.01040 [cn-pdf, pdf, other]
Title: Online Debiasing for Adaptively Collected High-dimensional Data with Applications to Time Series Analysis
Yash Deshpande, Adel Javanmard, Mohammad Mehrabi
Comments: 66 pages, 2 tables, 11 figures; updated with minor fixes and reorganization
Subjects: Methodology (stat.ME) ; Machine Learning (cs.LG) ; Statistics Theory (math.ST) ; Machine Learning (stat.ML)
[50] arXiv:1911.01065 (cross-list from math.ST) [cn-pdf, pdf, other]
Title: Modeling and estimation of multivariate discrete and continuous time stationary processes
Marko Voutilainen
Subjects: Statistics Theory (math.ST)
Total of 1573 entries : 1-50 51-100 101-150 151-200 ... 1551-1573
Showing up to 50 entries per page: fewer | more | all