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Authors and titles for recent submissions, skipping first 23

• 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 10 of 33 entries)

[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 15 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)

[36]  arXiv:2405.08747 [pdf, ps, other]

Title: Minimax optimal seriation in polynomial time

Authors: Yann Issartel, Christophe Giraud, Nicolas Verzelen

Subjects: Statistics Theory (math.ST)

[37]  arXiv:2405.08738 [pdf, other]

Title: Calibrated sensitivity models

Authors: Alec McClean, Zach Branson, Edward H. Kennedy

Comments: To be presented at the 2024 American Causal Inference Conference

Subjects: Methodology (stat.ME)

[38]  arXiv:2405.08730 [pdf, other]

Title: A Generalized Difference-in-Differences Estimator for Unbiased Estimation of Desired Estimands from Staggered Adoption and Stepped-Wedge Settings

Authors: Lee Kennedy-Shaffer

Comments: 26 pages main text, 17 pages additional material, 1 figure, 6 tables

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

[39]  arXiv:2405.08727 [pdf, other]

Title: Intervention effects based on potential benefit

Authors: Alexander W. Levis, Eli Ben-Michael, Edward H. Kennedy

Comments: 32 pages, 1 figure

Subjects: Methodology (stat.ME)

[40]  arXiv:2405.08719 [pdf, other]

Title: Addressing Misspecification in Simulation-based Inference through Data-driven Calibration

Authors: Antoine Wehenkel, Juan L. Gamella, Ozan Sener, Jens Behrmann, Guillermo Sapiro, Marco Cuturi, Jörn-Henrik Jacobsen

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

[41]  arXiv:2405.08699 [pdf, ps, other]

Title: Weakly-supervised causal discovery based on fuzzy knowledge and complex data complementarity

Authors: Wenrui Li, Wei Zhang, Qinghao Zhang, Xuegong Zhang, Xiaowo Wang

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

[42]  arXiv:2405.08675 [pdf, other]

Title: Simplifying Debiased Inference via Automatic Differentiation and Probabilistic Programming

Authors: Alex Luedtke

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

[43]  arXiv:2405.08640 [pdf, other]

Title: A sparsity test for multivariate Hawkes processes

Authors: Antoine Lotz

Subjects: Statistics Theory (math.ST)

[44]  arXiv:2405.08631 [pdf, other]

Title: A Fast and Scalable Pathwise-Solver for Group Lasso and Elastic Net Penalized Regression via Block-Coordinate Descent

Authors: James Yang, Trevor Hastie

Subjects: Computation (stat.CO); Machine Learning (cs.LG); Mathematical Software (cs.MS); Software Engineering (cs.SE)

[45]  arXiv:2405.08574 [pdf, ps, other]

Title: Predicting Short Response Ratings with Non-Content Related Features: A Hierarchical Modeling Approach

Authors: Aubrey Condor

Subjects: Applications (stat.AP); Other Statistics (stat.OT)

[46]  arXiv:2405.08525 [pdf, other]

Title: Doubly-robust inference and optimality in structure-agnostic models with smoothness

Authors: Matteo Bonvini, Edward H. Kennedy, Oliver Dukes, Sivaraman Balakrishnan

Comments: 54 pages, 2 figures

Subjects: Methodology (stat.ME)

[47]  arXiv:2405.08524 [pdf, other]

Title: The Asymptotic Properties of the Extreme Eigenvectors of High-dimensional Generalized Spiked Covariance Model

Authors: Zhangni Pu, Xiaozhuo Zhang, Jiang Hu, Zhidong Bai

Subjects: Statistics Theory (math.ST)

[48]  arXiv:2405.08387 [pdf, ps, other]

Title: Quest for an efficient mathematical and computational method to explore optimal extreme weather modification

Authors: Yohei Sawada

Comments: 25 pages, 7 figures

Subjects: Applications (stat.AP); Geophysics (physics.geo-ph)

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