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Classification of weak multi-view signals by sharing factors in a mixture of Bayesian group factor analyzers

Sami Remes,Tommi Mononen,Samuel Kaski

Oracle inequalities for ranking and U-processes with Lasso penalty

Wojciech Rejchel

Stability and Minimax Optimality of Tangential Delaunay Complexes for Manifold Reconstruction

Eddie Aamari,Clément Levrard

Learning a Hybrid Architecture for Sequence Regression and Annotation

Yizhe Zhang,Ricardo Henao,Lawrence Carin,Jianling Zhong,Alexander J. Hartemink

The $f$-Sensitivity Index

Sharif Rahman

Projection Theorems for the Rényi Divergence on $α$-Convex Sets

M. Ashok Kumar,Igal Sason

Filter Based Methods For Statistical Linear Inverse Problems

Marco A. Iglesias,Kui Lin,Shuai Lu,Andrew M. Stuart

Algorithmic independence of initial condition and dynamical law in thermodynamics and causal inference

Dominik Janzing,Rafael Chaves,Bernhard Schoelkopf

Ornstein-Uhlenbeck diffusion of hermitian and non-hermitian matrices - unexpected links

Jean-Paul Blaizot,Jacek Grela,Maciej A. Nowak,Wojciech Tarnowski,Piotr Warcho？

Optimal switching strategies for stochastic geocentric/egocentric navigation

O. Peleg,L. Mahadevan

Expectation propagation for diffusion processes by moment closure approximations

Botond Cseke,David Schnoerr,Manfred Opper,Guido Sanguinetti

Likelihood-based tests on linear hypotheses of large dimensional mean vectors with unequal covariance matrices

Dandan Jiang

Inferring the Causal Direction Privately

Matt J. Kusner,Yu Sun,Karthik Sridharan,Kilian Q. Weinberger

A novel Bayesian strategy for the identification of spatially-varying material properties and model validation: an application to static elastography

P. S. Koutsourelakis

Relative Density and Exact Recovery in Heterogeneous Stochastic Block Models

Amin Jalali,Qiyang Han,Ioana Dumitriu,Maryam Fazel

A Theoretically Grounded Application of Dropout in Recurrent Neural Networks

Yarin Gal

Vanilla Lasso for sparse classification under single index models

Jiyi Liu,Jinzhu Jia

On the measure of Voronoi cells

Luc Devroye,László Gy？rfi,Gábor Lugosi,Harro Walk

On the Finite-Sample Analysis of $Θ$-estimators

Yiyuan She

Optimal Adaptive Inference in Random Design Binary Regression

Rajarshi Mukherjee,Subhabrata Sen

A New Class of Skewed Bimodal Distributions

Ricardo S Ehlers

Adaptive Risk Bounds in Unimodal Regression

Sabyasachi Chatterjee,John Lafferty

Quasi likelihood analysis of point processes for ultra high frequency data

Teppei Ogihara,Nakahiro Yoshida

Averaged extreme regression quantile

Jana Jureckova

Statistical Inference for Ergodic Point Processes and Limit Order Book

Simon Clinet,Nakahiro Yoshida

Statistical Signatures of Structural Organization: The case of long memory in renewal processes

Sarah E. Marzen,James P. Crutchfield

The functional AR(1) process with a unit root

Nelson Muriel

Variable selection with Hamming loss

Cristina Butucea,Natalia A. Stepanova,Alexandre B. Tsybakov

On the Data Augmentation Algorithm for Bayesian Multivariate Linear Regression with Non-Gaussian Errors

Qian Qin,James P. Hobert

Bayesian Variable Selection and Estimation for Group Lasso

Xiaofan Xu,Malay Ghosh

A unified approach to self-normalized block sampling

Shuyang Bai,Murad S. Taqqu,Ting Zhang

Exact maximun-entropy estimation with Feynman diagrams

Tomer M. Schlank,Ran J. Tessler,Amitai Zernik

Study of e+e- => B(*) B(*)-bar pi+- at sqrt(s)=10.866 GeV

A. Garmash,A. Abdesselam,I. Adachi,H. Aihara,D. M. Asner,T. Aushev,R. Ayad,T. Aziz,V. Babu,I. Badhrees,A. M. Bakich,P. Behera,V. Bhardwaj,B. Bhuyan,A. Bobrov,A. Bondar,G. Bonvicini,A. Bozek,M. Bracko,T. E. Browder,D. Chervenkov,V. Chekelian,A. Chen,B. G. Cheon,K. Chilikin,K. Cho,V. Chobanova,Y. Choi,D. Cinabro,J. Dalseno,M. Danilov,N. Dash,Z. Dolezal,A. Drutskoy,D. Dutta,S. Eidelman,D. Epifanov,H. Farhat,J. E. Fast,T. Ferber,B. G. Fulsom,V. Gaur,N. Gabyshev,R. Gillard,Y. M. Goh,P. Goldenzweig,B. Golob,T. Hara,K. Hayasaka,H. Hayashii,T. Iijima,A. Ishikawa,R. Itoh,Y. Iwasaki,I. Jaegle,D. Joffe,K. K. Joo,T. Julius,K. H. Kang,E. Kato,T. Kawasaki,D. Y. Kim,J. B. Kim,K. T. Kim,M. J. Kim,S. H. Kim,Y. J. Kim,K. Kinoshita,S. Korpar,P. Krizan,P. Krokovny,A. Kuzmin,Y. -J. Kwon,J. S. Lange,I. S. Lee,C. Li,H. Li,L. Li,L. Li Gioi,J. Libby,D. Liventsev,P. Lukin,M. Masuda,D. Matvienko,K. Miyabayashi,H. Miyata,R. Mizuk,G. B. Mohanty,A. Moll,T. Mori,R. Mussa,E. Nakano,M. Nakao,T. Nanut,Z. Natkaniec,S. Nishida,S. L. Olsen,P. Pakhlov,G. Pakhlova,B. Pal,H. Park,T. K. Pedlar,R. Pestotnik,M. Petric,L. E. Piilonen,C. Pulvermacher,E. Ribezl,M. Ritter,A. Rostomyan,H. Sahoo,Y. Sakai,S. Sandilya,T. Sanuki,V. Savinov,O. Schneider,G. Schnell,C. Schwanda,Y. Seino,D. Semmler,K. Senyo,I. S. Seong,M. E. Sevior,V. Shebalin,C. P. Shen,T. -A. Shibata,J. -G. Shiu,B. Shwartz,F. Simon,Y. -S. Sohn,E. Solovieva,M. Staric,T. Sumiyoshi,U. Tamponi,K. Tanida,Y. Teramoto,K. Trabelsi,M. Uchida,S. Uehara,T. Uglov,S. Uno

Space Filing Designs for Constrained Domains

Shirin Golchi,Jason L. Loeppky

$T$-optimal discriminating designs for Fourier regression models

Holger Dette,Viatcheslav B. Melas,Petr Shpilev

High-Order Stochastic Gradient Thermostats for Bayesian Learning of Deep Models

Chunyuan Li,Changyou Chen,Kai Fan,Lawrence Carin

Emulation of multivariate simulators using thin-plate splines with application to atmospheric dispersion

Veronica E. Bowman,David C. Woods

Bayesian smoothing and estimation of functional data with approximation by basis functions

Jingjing Yang,Jong Soo Lee,Peng Ren,Dennis D. Cox,Taeryon Choi

k-Means Clustering Is Matrix Factorization

Christian Bauckhage

Dynamic social networks based on movement

Henry R. Scharf,Mevin B. Hooten,Bailey K. Fosdick,Devin S. Johnson,Josh M. London,John W. Durban

Nonsymmetric Dependence Measures: the Discrete Case

Hui Li

Efficient Estimation of Quantiles in Missing Data Models

Iván Díaz

Measurement of differential and integrated fiducial cross sections for Higgs boson production in the four-lepton decay channel in pp collisions at sqrt(s) = 7 and 8 TeV

CMS Collaboration

Preconditioned Stochastic Gradient Langevin Dynamics for Deep Neural Networks

Chunyuan Li,Changyou Chen,David Carlson,Lawrence Carin

Composite Bayesian inference

Alexis Roche

Histogram Meets Topic Model: Density Estimation by Mixture of Histograms

Hideaki Kim,Hiroshi Sawada

Post-regularization Inference for Dynamic Nonparanormal Graphical Models

Junwei Lu,Mladen Kolar,Han Liu

Strange meson production in Al+Al collisions at 1.9A GeV

P. Gasik,K. Piasecki,N. Herrmann,Y. Leifels,T. Matulewicz,A. Andronic,R. Averbeck,V. Barret,Z. Basrak,N. Bastid,M. L. Benabderrahmane,M. Berger,P. Buehler,M. Cargnelli,R. ？aplar,P. Crochet,O. Czerwiakowa,I. Deppner,P. Dupieux,M. D？elalija,L. Fabbietti,Z. Fodor,I. Ga？pari？,Y. Grishkin,O. N. Hartmann,K. D. Hildenbrand,B. Hong,T. I. Kang,J. Kecskemeti,Y. J. Kim,M. Kirejczyk,M. Ki？,P. Koczon,R. Kotte,A. Lebedev,A. Le Fèvre,J. L. Liu,X. Lopez,V. Manko,J. Marton,R. Münzer,M. Petrovici,F. Rami,A. Reischl,W. Reisdorf,M. S. Ryu,P. Schmidt,A. Schüttauf,Z. Seres,B. Sikora,K. S. Sim,V. Simion,K. Siwek-Wilczyńska,V. Smolyankin,K. Suzuki,Z. Tymiński,P. Wagner,I. Weber,E. Widmann,K. Wi？niewski,Z. G. Xiao,I. Yushmanov,Y. Zhang,A. Zhilin,V. Zinyuk,J. Zmeskal

Bayesian trend filtering: adaptive temporal smoothing with shrinkage priors

James R. Faulkner,Vladimir N. Minin

A dynamic Bayesian Markov model for health economic evaluations of interventions against infectious diseases

Katrin Haeussler,Ardo van den Hout,Gianluca Baio

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