Statistics

Authors and titles for April 2017

[51] arXiv:1704.01190 [cn-pdf, pdf, other]

Title: Testing for arbitrary interference on experimentation platforms Show Chinese title

Title: 测试实验平台上的任意干扰

Jean Pouget-Abadie, Martin Saveski, Guillaume Saint-Jacques, Weitao Duan, Ya Xu, Souvik Ghosh, Edoardo Maria Airoldi

Subjects: Methodology (stat.ME)

[52] arXiv:1704.01207 [cn-pdf, pdf, other]

Title: Bayesian Model Averaging for the X-Chromosome Inactivation Dilemma in Genetic Association Study Show Chinese title

Title: 贝叶斯模型平均在遗传关联研究中X染色体失活困境中的应用

Bo Chen, Radu V. Craiu, Lei Sun

Comments: 22 pages, 4 figures

Subjects: Applications (stat.AP)

[53] arXiv:1704.01233 [cn-pdf, pdf, other]

Title: Smoothing and filtering with a class of outer measures Show Chinese title

Title: 带有外测度类的平滑和滤波

Jeremie Houssineau, Adrian N. Bishop

Journal-ref: SIAM/ASA Journal on Uncertainty Quantification, Volume 6, Issue 2, pages: 845-866, 2018

Subjects: Methodology (stat.ME)

[54] arXiv:1704.01302 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Extremes in Random Graphs Models of Complex Networks Show Chinese title

Title: 复杂网络随机图模型中的极端情况

Natalia Markovich

Comments: ASMDA2017 International Conference

Subjects: Statistics Theory (math.ST)

[55] arXiv:1704.01312 [cn-pdf, pdf, other]

Title: On Generalization and Regularization in Deep Learning Show Chinese title

Title: 深度学习中的泛化与正则化

Pirmin Lemberger

Comments: 11 pages, 3 figures pedagogical paper

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

[56] arXiv:1704.01382 [cn-pdf, pdf, other]

Title: On the construction of probabilistic Newton-type algorithms Show Chinese title

Title: 关于概率牛顿型算法的构造

Adrian G. Wills, Thomas B. Schön

Subjects: Machine Learning (stat.ML)

[57] arXiv:1704.01430 [cn-pdf, pdf, other]

Title: Detecting confounding in multivariate linear models via spectral analysis Show Chinese title

Title: 通过频谱分析检测多变量线性模型中的混杂因素

Dominik Janzing, Bernhard Schoelkopf

Comments: 27 pages, 16 figures

Journal-ref: Journal of Causal Inference, 2017

Subjects: Machine Learning (stat.ML)

[58] arXiv:1704.01437 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Time-frequency analysis of locally stationary Hawkes processes Show Chinese title

Title: 非平稳霍克斯过程的时频分析

François Roueff (LTCI), Rainer Von Sachs

Comments: Bernoulli journal, A Para{\^i}tre

Subjects: Statistics Theory (math.ST)

[59] arXiv:1704.01445 [cn-pdf, pdf, other]

Title: Bayesian Inference of Log Determinants Show Chinese title

Title: 贝叶斯对数行列式的推断

Jack Fitzsimons, Kurt Cutajar, Michael Osborne, Stephen Roberts, Maurizio Filippone

Comments: 12 pages, 3 figures

Subjects: Machine Learning (stat.ML) ; Numerical Analysis (math.NA) ; Computation (stat.CO)

[60] arXiv:1704.01458 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: $β$-mixing and moments properties of a non-stationary copula-based Markov process Show Chinese title

Title: $β$-混合性和非平稳Copula基于马尔可夫过程的矩性质

Fabio Gobbi, Sabrina Mulinacci

Subjects: Statistics Theory (math.ST)

[61] arXiv:1704.01460 [cn-pdf, pdf, other]

Title: Comparison Based Nearest Neighbor Search Show Chinese title

Title: 基于比较的最近邻搜索

Siavash Haghiri, Debarghya Ghoshdastidar, Ulrike von Luxburg

Comments: 16 Pages, 3 Figures

Subjects: Machine Learning (stat.ML) ; Data Structures and Algorithms (cs.DS) ; Machine Learning (cs.LG)

[62] arXiv:1704.01469 [cn-pdf, pdf, other]

Title: Notes on Creating a Standardized Version of DVARS Show Chinese title

Title: 关于创建DVARS标准化版本的注意事项

Thomas E. Nichols

Comments: 5 pages

Subjects: Applications (stat.AP)

[63] arXiv:1704.01538 [cn-pdf, pdf, other]

Title: Doubly Robust Inference for Targeted Minimum Loss Based Estimation in Randomized Trials with Missing Outcome Data Show Chinese title

Title: 基于目标损失函数估计的随机试验中缺失结果数据的双重稳健推断

Iván Díaz, Mark J. van der Laan

Subjects: Methodology (stat.ME)

[64] arXiv:1704.01547 [cn-pdf, pdf, other]

Title: Comment on "Biologically inspired protection of deep networks from adversarial attacks" Show Chinese title

Title: 对“受生物启发的深度网络对抗攻击防护”进行评论

Wieland Brendel, Matthias Bethge

Comments: 4 pages, 3 figures

Subjects: Machine Learning (stat.ML) ; Machine Learning (cs.LG) ; Neurons and Cognition (q-bio.NC)

[65] arXiv:1704.01649 [cn-pdf, pdf, other]

Title: Generating large Ising models with Markov structure via simple linear relations Show Chinese title

Title: 通过简单的线性关系生成具有马尔可夫结构的大伊辛模型

Nanny Wermuth, Giovanni M. Marchetti

Comments: 27 pages, 9 figures

Subjects: Methodology (stat.ME)

[66] arXiv:1704.01664 [cn-pdf, pdf, other]

Title: The Relative Performance of Ensemble Methods with Deep Convolutional Neural Networks for Image Classification Show Chinese title

Title: 深度卷积神经网络在图像分类中集成方法的相对性能

Cheng Ju, Aurélien Bibaut, Mark J. van der Laan

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

[67] arXiv:1704.01670 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Joint Maximum a Posteriori State Path and Parameter Estimation in Stochastic Differential Equations Show Chinese title

Title: 随机微分方程中的联合最大后验状态路径和参数估计

Dimas Abreu Archanjo Dutra, Bruno Otávio Soares Teixeira, Luis Antonio Aguirre

Subjects: Statistics Theory (math.ST)

[68] arXiv:1704.01673 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: On Tests for Complete Independence of Normal Random Vectors Show Chinese title

Title: 关于正态随机向量完全独立性的检验

Shuhua Chang, Yongcheng Qi

Subjects: Statistics Theory (math.ST)

[69] arXiv:1704.01701 [cn-pdf, pdf, other]

Title: Learning Certifiably Optimal Rule Lists for Categorical Data Show Chinese title

Title: 学习可认证最优的规则列表用于分类数据

Elaine Angelino, Nicholas Larus-Stone, Daniel Alabi, Margo Seltzer, Cynthia Rudin

Comments: A short version of this work appeared in KDD '17 as "Learning Certifiably Optimal Rule Lists"

Journal-ref: Journal of Machine Learning Research 18(234):1-78, 2018

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

[70] arXiv:1704.01732 [cn-pdf, pdf, other]

Title: A Mathematically Sensible Explanation of the Concept of Statistical Population Show Chinese title

Title: 统计总体概念的数学上有意义的解释

Yiping Cheng

Comments: 7 pages

Subjects: Other Statistics (stat.OT)

[71] arXiv:1704.01847 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Maximum a Posteriori Joint State Path and Parameter Estimation in Stochastic Differential Equations Show Chinese title

Title: 随机微分方程中的最大后验联合状态路径和参数估计

Dimas Abreu Dutra

Comments: Doctoral thesis in the "Programa de P\'os-Gradua\c{c}\~ao em Engenharia El\'etrica da Universidade Federal de Minas Gerais" (PPGEE-UFMG). http://hdl.handle.net/1843/BUOS-9S3H9D

Subjects: Statistics Theory (math.ST)

[72] arXiv:1704.01864 [cn-pdf, pdf, other]

Title: Robust Causal Estimation in the Large-Sample Limit without Strict Faithfulness Show Chinese title

Title: 大样本极限下无需严格忠实性的稳健因果估计

Ioan Gabriel Bucur, Tom Claassen, Tom Heskes

Comments: 10 pages, 12 figures, Proceedings of the 20th International Conference on Artificial Intelligence and Statistics (AISTATS) 2017

Journal-ref: PMLR 54:1523-1531, 2017

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

[73] arXiv:1704.01871 [cn-pdf, pdf, other]

Title: Massive Data Clustering in Moderate Dimensions from the Dual Spaces of Observation and Attribute Data Clouds Show Chinese title

Title: 从观测数据云和属性数据云的对偶空间中进行中等维度的大规模数据聚类

Fionn Murtagh

Comments: 17 pages, 2 figures

Subjects: Machine Learning (stat.ML)

[74] arXiv:1704.01896 [cn-pdf, pdf, other]

Title: On the Statistical Efficiency of Compositional Nonparametric Prediction Show Chinese title

Title: 关于组合非参数预测的统计效率

Yixi Xu, Jean Honorio, Xiao Wang

Journal-ref: International Conference on Artificial Intelligence and Statistics (AISTATS), 2018

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

[75] arXiv:1704.01910 [cn-pdf, pdf, other]

Title: Geometry of Log-Concave Density Estimation Show Chinese title

Title: 对数凹密度估计的几何学

Elina Robeva, Bernd Sturmfels, Caroline Uhler

Comments: 22 pages, 3 figures

Journal-ref: Discrete and Computational Geometry 61 (2019) 136-160

Subjects: Methodology (stat.ME)

[76] arXiv:1704.01932 [cn-pdf, pdf, other]

Title: Estimación de la inicial de referencia utilizando simulación Show Chinese title

Title: 参考初始值的估计利用模拟

Emiliano Díaz

Comments: in Spanish

Subjects: Applications (stat.AP)

[77] arXiv:1704.01978 [cn-pdf, pdf, other]

Title: Models for the Propensity Score that Contemplate the Positivity Assumption and their Application to Missing Data and Causality Show Chinese title

Title: 倾向得分模型，考虑了正性假设及其在缺失数据和因果关系中的应用

Julieta Molina, Mariela Sued, Marina Valdora

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

[78] arXiv:1704.02007 [cn-pdf, pdf, other]

Title: DIMM-SC: A Dirichlet mixture model for clustering droplet-based single cell transcriptomic data Show Chinese title

Title: DIMM-SC：一种用于基于微滴的单细胞转录组数据聚类的狄利克雷混合模型

Zhe Sun, Ting Wang, Ke Deng, Xiao-Feng Wang, Robert Lafyatis, Ying Ding, Ming Hu, Wei Chen

Subjects: Machine Learning (stat.ML) ; Quantitative Methods (q-bio.QM)

[79] arXiv:1704.02030 [cn-pdf, pdf, other]

Title: Using stacking to average Bayesian predictive distributions Show Chinese title

Title: 使用堆叠来平均贝叶斯预测分布

Yuling Yao, Aki Vehtari, Daniel Simpson, Andrew Gelman

Subjects: Methodology (stat.ME) ; Computation (stat.CO)

[80] arXiv:1704.02038 [cn-pdf, pdf, other]

Title: Treatment-Response Models for Counterfactual Reasoning with Continuous-time, Continuous-valued Interventions Show Chinese title

Title: 连续时间、连续值干预的反事实推理处理响应模型

Hossein Soleimani, Adarsh Subbaswamy, Suchi Saria

Comments: In Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence (UAI-2017), Sydney, Australia, August 2017. The first two authors contributed equally to this work

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

[81] arXiv:1704.02060 [cn-pdf, pdf, other]

Title: Angle-Based Joint and Individual Variation Explained Show Chinese title

Title: 基于角度的联合和个体变异解释

Qing Feng, Meilei Jiang, Jan Hannig, J. S. Marron

Comments: arXiv admin note: text overlap with arXiv:1512.04060

Subjects: Machine Learning (stat.ML)

[82] arXiv:1704.02084 [cn-pdf, pdf, other]

Title: A second-order PHD filter with mean and variance in target number Show Chinese title

Title: 带有目标数均值和方差的二阶PHD滤波器

Isabel Schlangen, Emmanuel D. Delande, Jeremie Houssineau, Daniel E. Clark

Subjects: Methodology (stat.ME)

[83] arXiv:1704.02097 [cn-pdf, pdf, other]

Title: Multivariate Count Autoregression Show Chinese title

Title: 多元计数自回归

Paul Doukhan, Konstantinos Fokianos, Bård Støve, Dag Tjøstheim

Subjects: Methodology (stat.ME)

[84] arXiv:1704.02107 [cn-pdf, pdf, other]

Title: When is Network Lasso Accurate? Show Chinese title

Title: 网络套索何时准确？

Alexander Jung, Nguyen Tran Quang, Alexandru Mara

Subjects: Machine Learning (stat.ML)

[85] arXiv:1704.02162 [cn-pdf, pdf, other]

Title: Locally-adapted convolution-based super-resolution of irregularly-sampled ocean remote sensing data Show Chinese title

Title: 基于局部自适应卷积的不规则采样海洋遥感数据超分辨率处理

Manuel López-Radcenco, Ronan Fablet, Abdeldjalil Aïssa-El-Bey, Pierre Ailliot

Comments: 4 pages, 3 figures

Subjects: Machine Learning (stat.ML)

[86] arXiv:1704.02207 [cn-pdf, pdf, other]

Title: Introducing Inner Nested Sampling Show Chinese title

Title: 引入内部嵌套抽样

H.R.N. van Erp, R.O. Linger, P.H.A.J.M. van Gelder

Subjects: Methodology (stat.ME)

[87] arXiv:1704.02213 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: A Joint Quantile and Expected Shortfall Regression Framework Show Chinese title

Title: 一种联合分位数和预期损失回归框架

Timo Dimitriadis, Sebastian Bayer

Comments: 31 pages, 3 figures

Journal-ref: Electron. J. Statist. 13 (2019), no. 1, 1823--1871

Subjects: Statistics Theory (math.ST) ; Risk Management (q-fin.RM) ; Statistical Finance (q-fin.ST)

[88] arXiv:1704.02220 [cn-pdf, pdf, other]

Title: Semi-Parametric Empirical Best Prediction for small area estimation of unemployment indicators Show Chinese title

Title: 半参数经验最佳预测用于失业指标的小区域估计

Maria Francesca Marino, Maria Giovanna Ranalli, Nicola Salvati, Marco Alfo'

Subjects: Methodology (stat.ME)

[89] arXiv:1704.02283 [cn-pdf, pdf, other]

Title: A Bayesian Estimation for the Fractional Order of the Differential Equation that Models Transport in Unconventional Hydrocarbon Reservoirs Show Chinese title

Title: 一种用于估计描述非常规油气储层中运移的微分方程分数阶的贝叶斯估计方法

Joshua Whitlinger, Edward L Boone, Ryad Ghanam

Subjects: Applications (stat.AP)

[90] arXiv:1704.02369 [cn-pdf, pdf, other]

Title: Efficient parameter sampling for Markov jump processes Show Chinese title

Title: 马尔可夫跳跃过程的有效参数采样

Boqian Zhang, Vinayak Rao

Comments: 42 pages, 17 Figures

Subjects: Computation (stat.CO)

[91] arXiv:1704.02370 [cn-pdf, pdf, other]

Title: A Brief Introduction to the Temporal Group LASSO and its Potential Applications in Healthcare Show Chinese title

Title: 时间组LASSO简要介绍及其在医疗保健中的潜在应用

Diego Saldana Miranda

Comments: Corrected typographical error in the conclusion. Added a reference to Proximal Algorithms (Parikh and Boyd, 2014). Modified "An Introduction" to "A Brief Introduction" in the title

Subjects: Machine Learning (stat.ML)

[92] arXiv:1704.02381 [cn-pdf, pdf, other]

Title: Adaptive estimation of the rank of the coefficient matrix in high dimensional multivariate response regression models Show Chinese title

Title: 高维多响应回归模型中系数矩阵秩的自适应估计

Xin Bing, Marten Wegkamp

Subjects: Methodology (stat.ME)

[93] arXiv:1704.02408 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: Canonical correlation coefficients of high-dimensional Gaussian vectors: finite rank case Show Chinese title

Title: 高维高斯向量的典型相关系数：有限秩情形

Zhigang Bao, Jiang Hu, Guangming Pan, Wang Zhou

Comments: This is an extended version of the previous work arXiv:1407.7194v2. In the current work, we have included the result on the fluctuations, and the limit part has also been reorganized

Subjects: Statistics Theory (math.ST)

[94] arXiv:1704.02479 [cn-pdf, pdf, other]

Title: Informed Bayesian T-Tests Show Chinese title

Title: 知情贝叶斯T检验

Quentin F. Gronau, Alexander Ly, Eric-Jan Wagenmakers

Subjects: Methodology (stat.ME)

[95] arXiv:1704.02502 [cn-pdf, pdf, other]

Title: Interactive Graphics for Visually Diagnosing Forest Classifiers in R Show Chinese title

Title: R中用于视觉诊断森林分类器的交互式图形

Natalia da Silva, Dianne Cook, Eun-Kyung Lee

Subjects: Machine Learning (stat.ML)

[96] arXiv:1704.02519 [cn-pdf, pdf, other]

Title: Identifiability and Estimation of Structural Vector Autoregressive Models for Subsampled and Mixed Frequency Time Series Show Chinese title

Title: 可识别性与结构向量自回归模型在子采样和混合频率时间序列中的估计

Alex Tank, Emily B. Fox, Ali Shojaie

Subjects: Methodology (stat.ME)

[97] arXiv:1704.02531 [cn-pdf, pdf, other]

Title: Three Skewed Matrix Variate Distributions Show Chinese title

Title: 三类偏斜矩阵变量分布

Michael P.B. Gallaugher, Paul D. McNicholas

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

[98] arXiv:1704.02532 [cn-pdf, pdf, other]

Title: Deep Reinforcement Learning framework for Autonomous Driving Show Chinese title

Title: 深度强化学习框架用于自动驾驶

Ahmad El Sallab, Mohammed Abdou, Etienne Perot, Senthil Yogamani

Comments: Reprinted with permission of IS&T: The Society for Imaging Science and Technology, sole copyright owners of Electronic Imaging, Autonomous Vehicles and Machines 2017

Journal-ref: IS&T Electronic Imaging, Autonomous Vehicles and Machines 2017, AVM-023, pg. 70-76 (2017)

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

[99] arXiv:1704.02534 [cn-pdf, pdf, other]

Title: Noisy Tensor Completion for Tensors with a Sparse Canonical Polyadic Factor Show Chinese title

Title: 带有稀疏规范分解因子的张量的噪声张量补全

Swayambhoo Jain, Alexander Gutierrez, Jarvis Haupt

Subjects: Machine Learning (stat.ML)

[100] arXiv:1704.02545 (cross-list from math.ST) [cn-pdf, pdf, other]

Title: A note on MLE of covariance matrix Show Chinese title

Title: 关于协方差矩阵的MLE的一篇注记

Ming-Tien Tsai

Journal-ref: Mathematical Methods of Statistics 2018, 27, 71-82

Subjects: Statistics Theory (math.ST)