Methodology

Authors and titles for April 2022

[201] arXiv:2204.12965 (cross-list from stat.CO) [pdf, other]

Title: Particle algorithms for maximum likelihood training of latent variable models

Juan Kuntz, Jen Ning Lim, Adam M. Johansen

Subjects: Computation (stat.CO); Machine Learning (cs.LG); Optimization and Control (math.OC); Methodology (stat.ME); Machine Learning (stat.ML)

[202] arXiv:2204.13034 (cross-list from math.ST) [pdf, other]

Title: Minimax Robust Quickest Change Detection using Wasserstein Ambiguity Sets

Liyan Xie

Comments: The 2022 IEEE International Symposium on Information Theory (ISIT)

Subjects: Statistics Theory (math.ST); Methodology (stat.ME)

[203] arXiv:2204.13087 (cross-list from cs.LG) [pdf, other]

Title: Faster online calibration without randomization: interval forecasts and the power of two choices

Chirag Gupta, Aaditya Ramdas

Comments: 28 pages, published at Conference on Learning Theory (COLT) 2022

Journal-ref: PMLR 178:4283-4309, 2022

Subjects: Machine Learning (cs.LG); Data Structures and Algorithms (cs.DS); Computer Science and Game Theory (cs.GT); Methodology (stat.ME); Machine Learning (stat.ML)

[204] arXiv:2204.13606 (cross-list from eess.SP) [pdf, other]

Title: Bona fide Riesz projections for density estimation

P. del Aguila Pla, Michael Unser

Comments: Accepted to the 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Subjects: Signal Processing (eess.SP); Machine Learning (cs.LG); Methodology (stat.ME)

[205] arXiv:2204.13939 (cross-list from cs.LG) [pdf, other]

Title: Short-Term Density Forecasting of Low-Voltage Load using Bernstein-Polynomial Normalizing Flows

Marcel Arpogaus, Marcus Voss, Beate Sick, Mark Nigge-Uricher, Oliver Dürr

Subjects: Machine Learning (cs.LG); Applications (stat.AP); Methodology (stat.ME); Machine Learning (stat.ML)

[206] arXiv:2204.13995 (cross-list from physics.soc-ph) [pdf, other]

Title: Beyond the biology: Evaluating the role of political, economic, and social factors associated with the incidence and mortality of SARS-CoV-2 during the first seven months of the COVID-19 pandemic

Elizabeth A. Schafer, Samantha Eberl, Lauro Velazquez-Salinas

Comments: 18 pages, 5 figures

Subjects: Physics and Society (physics.soc-ph); Populations and Evolution (q-bio.PE); Methodology (stat.ME)