Statistics

Authors and titles for recent submissions, skipping first 10

• Thu, 16 May 2024
• Wed, 15 May 2024
• Tue, 14 May 2024
• Mon, 13 May 2024
• Fri, 10 May 2024

Thu, 16 May 2024 (continued, showing last 23 of 33 entries)

[11]  arXiv:2405.09331 [pdf, other]

Title: Multi-Source Conformal Inference Under Distribution Shift

Authors: Yi Liu, Alexander W. Levis, Sharon-Lise Normand, Larry Han

Comments: Accepted to ICML 2024, 39 pages, 13 figures

Subjects: Methodology (stat.ME); Machine Learning (stat.ML)

[12]  arXiv:2405.09196 [pdf, ps, other]

Title: Harnessing pattern-by-pattern linear classifiers for prediction with missing data

Authors: Angel D Reyero Lobo, Alexis Ayme (LPSM), Claire Boyer (LPSM), Erwan Scornet (LPSM)

Subjects: Statistics Theory (math.ST)

[13]  arXiv:2405.09167 [pdf, other]

Title: Emperical Study on the Effect of Multi-Sampling in the Prediction Step of the Particle Filter

Authors: G. Kitagawa (The Institute of Statistical Mathmatics and The Graduate University for Advanced Study)

Comments: 15 pages, 5 tables, 10 figures

Subjects: Computation (stat.CO)

[14]  arXiv:2405.09149 [pdf, other]

Title: Exploring uniformity and maximum entropy distribution on torus through intrinsic geometry: Application to protein-chemistry

Authors: Surojit Biswas, Buddhananda Banerjee

Comments: arXiv admin note: text overlap with arXiv:2304.01599

Subjects: Methodology (stat.ME)

[15]  arXiv:2405.09080 [pdf, ps, other]

Title: Causal Inference for a Hidden Treatment

Authors: Ying Zhou, Eric Tchetgen Tchetgen

Subjects: Methodology (stat.ME)

[16]  arXiv:2405.09003 [pdf, other]

Title: Nonparametric Inference on Dose-Response Curves Without the Positivity Condition

Authors: Yikun Zhang, Yen-Chi Chen, Alexander Giessing

Comments: 74 pages (23 pages for the main paper), 4 figures

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

[17]  arXiv:2405.08999 [pdf, other]

Title: Robust Approximate Sampling via Stochastic Gradient Barker Dynamics

Authors: Lorenzo Mauri, Giacomo Zanella

Journal-ref: Proceedings of The 27th International Conference on Artificial Intelligence and Statistics, AISTATS'24, volume 238, 2024, page 2107-2115

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG)

[18]  arXiv:2405.08975 [pdf, other]

Title: A distribution-free valid p-value for finite samples of bounded random variables

Authors: Joaquin Alvarez

Comments: -

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Statistics Theory (math.ST)

[19]  arXiv:2405.08912 [pdf, other]

Title: High dimensional test for functional covariates

Authors: Huaqing Jin, Fei Jiang

Comments: 35 pages,4 figures, 4 tables

Subjects: Methodology (stat.ME)

[20]  arXiv:2405.08907 [pdf, other]

Title: Properties of stationary cyclical processes

Authors: Łukasz Lenart

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

[21]  arXiv:2405.08853 [pdf, other]

Title: Evaluating the Uncertainty in Mean Residual Times: Estimators Based on Residence Times from Discrete Time Processes

Authors: Hernán R. Sánchez, Javier Garcia

Subjects: Methodology (stat.ME); Data Analysis, Statistics and Probability (physics.data-an)

[22]  arXiv:2405.08841 [pdf, ps, other]

Title: Best practices for estimating and reporting epidemiological delay distributions of infectious diseases using public health surveillance and healthcare data

Authors: Kelly Charniga (IP), Sang Woo Park, Andrei R Akhmetzhanov (NTU), Anne Cori, Jonathan Dushoff, Sebastian Funk (LSHTM), Katelyn M Gostic (CDC), Natalie M Linton, Adrian Lison, Christopher E Overton (UKHSA), Juliet R C Pulliam (CDC), Thomas Ward (UKHSA), Simon Cauchemez (IP), Sam Abbott (LSHTM)

Subjects: Methodology (stat.ME)

[23]  arXiv:2405.08825 [pdf, other]

Title: Thermodynamic limit in learning period three

Authors: Yuichiro Terasaki, Kohei Nakajima

Comments: 26 pages, 19 figures

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Adaptation and Self-Organizing Systems (nlin.AO); Chaotic Dynamics (nlin.CD)

[24]  arXiv:2405.09500 (cross-list from econ.TH) [pdf, ps, other]

Title: Identifying Heterogeneous Decision Rules From Choices When Menus Are Unobserved

Authors: Larry G Epstein, Kaushil Patel

Subjects: Theoretical Economics (econ.TH); Econometrics (econ.EM); Statistics Theory (math.ST)

[25]  arXiv:2405.09360 (cross-list from cs.LG) [pdf, other]

Title: The Unfairness of $\varepsilon$-Fairness

Authors: Tolulope Fadina, Thorsten Schmidt

Subjects: Machine Learning (cs.LG); Theoretical Economics (econ.TH); Mathematical Finance (q-fin.MF); Machine Learning (stat.ML)

[26]  arXiv:2405.09327 (cross-list from q-bio.PE) [pdf, other]

Title: Leveraging graphical model techniques to study evolution on phylogenetic networks

Authors: Benjamin Teo, Paul Bastide, Cécile Ané

Subjects: Populations and Evolution (q-bio.PE); Computation (stat.CO)

[27]  arXiv:2405.09076 (cross-list from cs.LG) [pdf, other]

Title: Enhancing Airline Customer Satisfaction: A Machine Learning and Causal Analysis Approach

Authors: Tejas Mirthipati (Georgia Institute Of Technology)

Comments: 7 pages, 19 figures

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

[28]  arXiv:2405.08973 (cross-list from cs.LG) [pdf, other]

Title: An adaptive approach to Bayesian Optimization with switching costs

Authors: Stefan Pricopie, Richard Allmendinger, Manuel Lopez-Ibanez, Clyde Fare, Matt Benatan, Joshua Knowles

Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML)

[29]  arXiv:2405.08971 (cross-list from cs.LG) [pdf, other]

Title: Computation-Aware Kalman Filtering and Smoothing

Authors: Marvin Pförtner, Jonathan Wenger, Jon Cockayne, Philipp Hennig

Subjects: Machine Learning (cs.LG); Numerical Analysis (math.NA); Machine Learning (stat.ML)

[30]  arXiv:2405.08940 (cross-list from math.DS) [pdf, other]

Title: Dynamical systems and complex networks: A Koopman operator perspective

Authors: Stefan Klus, Nataša Djurdjevac Conrad

Subjects: Dynamical Systems (math.DS); Machine Learning (stat.ML)

[31]  arXiv:2405.08920 (cross-list from cs.LG) [pdf, other]

Title: Neural Collapse Meets Differential Privacy: Curious Behaviors of NoisyGD with Near-perfect Representation Learning

Authors: Chendi Wang, Yuqing Zhu, Weijie J. Su, Yu-Xiang Wang

Comments: To appear in ICML 2024

Subjects: Machine Learning (cs.LG); Cryptography and Security (cs.CR); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (stat.ML)

[32]  arXiv:2405.08917 (cross-list from cs.LG) [pdf, other]

Title: Feature Importance and Explainability in Quantum Machine Learning

Authors: Luke Power, Krishnendu Guha

Comments: Amended final year project. 23 pages

Subjects: Machine Learning (cs.LG); Quantum Algebra (math.QA); Machine Learning (stat.ML)

[33]  arXiv:2405.08886 (cross-list from cs.LG) [pdf, other]

Title: The Pitfalls and Promise of Conformal Inference Under Adversarial Attacks

Authors: Ziquan Liu, Yufei Cui, Yan Yan, Yi Xu, Xiangyang Ji, Xue Liu, Antoni B. Chan

Comments: ICML2024

Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML)

Wed, 15 May 2024 (showing first 2 of 36 entries)

[34]  arXiv:2405.08806 [pdf, ps, other]

Title: Bounds on the Distribution of a Sum of Two Random Variables: Revisiting a problem of Kolmogorov with application to Individual Treatment Effects

Authors: Zhehao Zhang, Thomas S. Richardson

Subjects: Statistics Theory (math.ST); Econometrics (econ.EM); Probability (math.PR)

[35]  arXiv:2405.08759 [pdf, other]

Title: Optimal Sequential Procedure for Early Detection of Multiple Side Effects

Authors: Jiayue Wang, Ben Boukai

Comments: A total of 31 with 6 Tables and 8 Figures

Subjects: Methodology (stat.ME); Applications (stat.AP)

• Thu, 16 May 2024
• Wed, 15 May 2024
• Tue, 14 May 2024
• Mon, 13 May 2024
• Fri, 10 May 2024