Methodology

Authors and titles for April 2023

[201] arXiv:2304.07045 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Ledoit-Wolf linear shrinkage with unknown mean Show Chinese title

Title: 未知均值的Ledoit-Wolf线性收缩

Benoit Oriol, Alexandre Miot

Journal-ref: Journal of Multivariate Analysis, Volume 208, 2025, 105429, ISSN 0047-259X

Subjects: Statistics Theory (math.ST) ; Statistical Finance (q-fin.ST) ; Methodology (stat.ME) ; Machine Learning (stat.ML)

[202] arXiv:2304.07092 (cross-list from cs.CR) [cn-pdf, pdf, other]

Title: Obfuscation of Discrete Data Show Chinese title

Title: 离散数据的混淆

Saswata Naha, Sayantan Roy, Arkaprava Sanki, Diptanil Santra

Comments: 16 pages, 32 figures

Subjects: Cryptography and Security (cs.CR) ; Methodology (stat.ME)

[203] arXiv:2304.07578 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Marginal expected shortfall inference under multivariate regular variation Show Chinese title

Title: 多变量常规变化下的边缘期望不足推断

Simone A. Padoan, Stefano Rizzelli, Matteo Schiavone

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

[204] arXiv:2304.07709 (cross-list from stat.AP) [cn-pdf, pdf, other]

Title: Development of Tools for the Classification of Peer Groups Geographies in the Analysis of Health Care Variation Show Chinese title

Title: 用于分类医疗保健差异分析中同辈群体地理区域的工具开发

Ludovico Pinzari

Comments: 235 pages, 30 figures

Journal-ref: International journal of health geographics 17,Article number: 42 (2018)

Subjects: Applications (stat.AP) ; Probability (math.PR) ; Methodology (stat.ME) ; Other Statistics (stat.OT)

[205] arXiv:2304.08184 (cross-list from econ.EM) [cn-pdf, pdf, other]

Title: Adjustment with Many Regressors Under Covariate-Adaptive Randomizations Show Chinese title

Title: 协变量自适应随机化下的多个回归量的调整

Liang Jiang, Liyao Li, Ke Miao, Yichong Zhang

Comments: 92 pages, including appendix

Subjects: Econometrics (econ.EM) ; Methodology (stat.ME)

[206] arXiv:2304.08242 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: The Deep Latent Position Topic Model for Clustering and Representation of Networks with Textual Edges Show Chinese title

Title: 深度潜在位置主题模型用于带有文本边的网络的聚类和表示

Rémi Boutin, Pierre Latouche, Charles Bouveyron

Comments: 29 pages including the appendix, 13 figures, 6 tables, journal paper

Subjects: Machine Learning (cs.LG) ; Computation and Language (cs.CL) ; Social and Information Networks (cs.SI) ; Methodology (stat.ME)

[207] arXiv:2304.08639 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: pgmpy: A Python Toolkit for Bayesian Networks Show Chinese title

Title: pgmpy：一个贝叶斯网络的 Python 工具包

Ankur Ankan, Johannes Textor

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

[208] arXiv:2304.08974 (cross-list from econ.EM) [cn-pdf, pdf, other]

Title: Doubly Robust Estimators with Weak Overlap Show Chinese title

Title: 双重稳健估计量与弱重叠

Yukun Ma, Pedro H. C. Sant'Anna, Yuya Sasaki, Takuya Ura

Subjects: Econometrics (econ.EM) ; Methodology (stat.ME)

[209] arXiv:2304.09010 (cross-list from cs.LG) [cn-pdf, pdf, html, other]

Title: Causal Flow-based Variational Auto-Encoder for Disentangled Causal Representation Learning Show Chinese title

Title: 基于因果流的变分自编码器用于解耦因果表示学习

Di Fan, Yannian Kou, Chuanhou Gao

Comments: 22 pages, 14 figures

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

[210] arXiv:2304.09053 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Bayes Hilbert Spaces for Posterior Approximation Show Chinese title

Title: 贝叶斯希尔伯特空间用于后验近似

George Wynne

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

[211] arXiv:2304.09126 (cross-list from stat.AP) [cn-pdf, pdf, html, other]

Title: A calibrated BISG for inferring race from surname and geolocation Show Chinese title

Title: 一个用于从姓名和地理位置推断种族的校准BISG

Philip Greengard, Andrew Gelman

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

[212] arXiv:2304.09157 (cross-list from stat.ML) [cn-pdf, pdf, html, other]

Title: Neural networks for geospatial data Show Chinese title

Title: 用于地理空间数据的神经网络

Wentao Zhan, Abhirup Datta

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

[213] arXiv:2304.09398 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Minimax Signal Detection in Sparse Additive Models Show Chinese title

Title: 稀疏可加模型中的最小最大信号检测

Subhodh Kotekal, Chao Gao

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

[214] arXiv:2304.09521 (cross-list from stat.AP) [cn-pdf, pdf, other]

Title: How to design a MAMS-ROCI (aka DURATIONS) randomised trial: the REFINE-Lung case study Show Chinese title

Title: 如何设计MAMS-ROCI（也称为DURATIONS）随机试验：REFINE-Lung案例研究

Matteo Quartagno, Ehsan Ghorani, Tim P Morris, Michael J Seckl, Mahesh KB Parmar

Comments: 25 pages, 1 table, 5 figures

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

[215] arXiv:2304.09872 (cross-list from cs.LG) [cn-pdf, pdf, html, other]

Title: Depth Functions for Partial Orders with a Descriptive Analysis of Machine Learning Algorithms Show Chinese title

Title: 偏序的深度函数及机器学习算法的描述性分析

Hannah Blocher, Georg Schollmeyer, Christoph Jansen, Malte Nalenz

Comments: Accepted to ISIPTA 2023; Forthcoming in: Proceedings of Machine Learning Research

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

[216] arXiv:2304.10978 (cross-list from stat.ML) [cn-pdf, pdf, other]

Title: Balancing Simulation-based Inference for Conservative Posteriors Show Chinese title

Title: 基于模拟的推断平衡保守后验

Arnaud Delaunoy, Benjamin Kurt Miller, Patrick Forré, Christoph Weniger, Gilles Louppe

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

[217] arXiv:2304.11160 (cross-list from math.ST) [cn-pdf, pdf, html, other]

Title: Isotonic Mechanism for Exponential Family Estimation in Machine Learning Peer Review Show Chinese title

Title: 机器学习中指数族估计的同单调机制同行评审

Yuling Yan, Weijie J. Su, Jianqing Fan

Comments: accepted to the Journal of the Royal Statistical Society: Series B

Subjects: Statistics Theory (math.ST) ; Computer Science and Game Theory (cs.GT) ; Machine Learning (cs.LG) ; Theoretical Economics (econ.TH) ; Methodology (stat.ME)

[218] arXiv:2304.11735 (cross-list from econ.EM) [cn-pdf, pdf, other]

Title: Policy Learning under Biased Sample Selection Show Chinese title

Title: 在有偏样本选择下的策略学习

Lihua Lei, Roshni Sahoo, Stefan Wager

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

[219] arXiv:2304.11969 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Causal Effect Estimation with Variational AutoEncoder and the Front Door Criterion Show Chinese title

Title: 基于变分自编码器和前门准则的因果效应估计

Ziqi Xu, Debo Cheng, Jiuyong Li, Jixue Liu, Lin Liu, Kui Yu

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

[220] arXiv:2304.12134 (cross-list from econ.EM) [cn-pdf, pdf, other]

Title: Determination of the effective cointegration rank in high-dimensional time-series predictive regressions Show Chinese title

Title: 高维时间序列预测回归中有效协整秩的确定

Puyi Fang, Zhaoxing Gao, Ruey S. Tsay

Subjects: Econometrics (econ.EM) ; Methodology (stat.ME)

[221] arXiv:2304.12176 (cross-list from econ.GN) [cn-pdf, pdf, other]

Title: From Misalignment to Synergy: Analysis of Patents from Indian Universities & Research Institutions Show Chinese title

Title: 从错位到协同：印度大学和研究机构专利分析

Shoyeb Khan, Satyendra Kumar Sharma, Arnab Kumar Laha

Comments: 22 pages, 14 figures, Preprint for journal submission in future

Subjects: General Economics (econ.GN) ; Methodology (stat.ME)

[222] arXiv:2304.12425 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: TIGTEC : Token Importance Guided TExt Counterfactuals Show Chinese title

Title: TIGTEC：基于标记重要性的文本反事实

Milan Bhan, Jean-Noel Vittaut, Nicolas Chesneau, Marie-Jeanne Lesot

Subjects: Machine Learning (cs.LG) ; Computation and Language (cs.CL) ; Methodology (stat.ME)

[223] arXiv:2304.12502 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: Causal Semantic Communication for Digital Twins: A Generalizable Imitation Learning Approach Show Chinese title

Title: 因果语义通信用于数字孪生：一种可泛化的模仿学习方法

Christo Kurisummoottil Thomas, Walid Saad, Yong Xiao

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

[224] arXiv:2304.12523 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: CIMLA: Interpretable AI for inference of differential causal networks Show Chinese title

Title: CIMLA：用于推断微分因果网络的可解释人工智能

Payam Dibaeinia, Saurabh Sinha

Subjects: Machine Learning (cs.LG) ; Quantitative Methods (q-bio.QM) ; Methodology (stat.ME)

[225] arXiv:2304.12922 (cross-list from eess.SY) [cn-pdf, pdf, other]

Title: System Identification with Copula Entropy Show Chinese title

Title: 基于Copula熵的系统辨识

Jian Ma

Comments: 10 pages, 3 figures

Subjects: Systems and Control (eess.SY) ; Machine Learning (cs.LG) ; Dynamical Systems (math.DS) ; Methodology (stat.ME)

[226] arXiv:2304.13830 (cross-list from stat.ML) [cn-pdf, pdf, other]

Title: Adaptation to Misspecified Kernel Regularity in Kernelised Bandits Show Chinese title

Title: 核化老虎机中对错误指定核正则性的适应

Yusha Liu, Aarti Singh

Comments: 9 main pages, 1 table, 12 appendix pages. Accepted to the 26th International Conference on Artificial Intelligence and Statistics 2023

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

[227] arXiv:2304.13831 (cross-list from math.PR) [cn-pdf, pdf, other]

Title: Random evolutionary games and random polynomials Show Chinese title

Title: 随机进化博弈和随机多项式

Manh Hong Duong, The Anh Han

Subjects: Probability (math.PR) ; Populations and Evolution (q-bio.PE) ; Methodology (stat.ME)

[228] arXiv:2304.13836 (cross-list from cs.LG) [cn-pdf, pdf, other]

Title: On Pitfalls of $\textit{RemOve-And-Retrain}$: Data Processing Inequality Perspective Show Chinese title

Title: 论$\textit{RemOve-And-Retrain}$的陷阱：数据处理不等式视角

Junhwa Song, Keumgang Cha, Junghoon Seo

Comments: Code: https://github.com/SIAnalytics/roar

Subjects: Machine Learning (cs.LG) ; Artificial Intelligence (cs.AI) ; Computer Vision and Pattern Recognition (cs.CV) ; Methodology (stat.ME)

[229] arXiv:2304.13934 (cross-list from physics.data-an) [cn-pdf, pdf, other]

Title: A universal model for the Lorenz curve with novel applications for datasets containing zeros and/or exhibiting extreme inequality Show Chinese title

Title: 包含零和/或表现出极端不平等的数据集的洛伦兹曲线通用模型及其新应用

Thitithep Sitthiyot, Kanyarat Holasut

Comments: 10 pages, 3 figures, 6 tables

Journal-ref: Sci Rep 13, 4729 (2023)

Subjects: Data Analysis, Statistics and Probability (physics.data-an) ; Econometrics (econ.EM) ; Other Quantitative Biology (q-bio.OT) ; Methodology (stat.ME)

[230] arXiv:2304.14236 (cross-list from stat.AP) [cn-pdf, pdf, other]

Title: Guidance note on best statistical practices for TOAR analyses Show Chinese title

Title: TOAR分析的最佳统计实践指南

Kai-Lan Chang, Martin G. Schultz, Gerbrand Koren, Niklas Selke

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

[231] arXiv:2304.14386 (cross-list from econ.EM) [cn-pdf, pdf, html, other]

Title: Convexity Not Required: Estimation of Smooth Moment Condition Models Show Chinese title

Title: 不需要凸性：平滑矩条件模型的估计

Jean-Jacques Forneron, Liang Zhong

Subjects: Econometrics (econ.EM) ; Methodology (stat.ME)

[232] arXiv:2304.14762 (cross-list from stat.ML) [cn-pdf, pdf, other]

Title: Using Perturbation to Improve Goodness-of-Fit Tests based on Kernelized Stein Discrepancy Show Chinese title

Title: 使用扰动改进基于核化Stein差异的拟合优度检验

Xing Liu, Andrew B. Duncan, Axel Gandy

Comments: To appear at International Conference on Machine Learning (ICML) 2023. 21 pages, 8 figures

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

[233] arXiv:2304.14774 (cross-list from stat.ML) [cn-pdf, pdf, other]

Title: A feature selection method based on Shapley values robust to concept shift in regression Show Chinese title

Title: 基于Shapley值的回归中对概念漂移鲁棒的特征选择方法

Carlos Sebastián, Carlos E. González-Guillén

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