Plenary Speakers

  • Genevera Allen

Genevera Allen (Department of Statistics, Columbia University)

  • Luis Angel Garcia-Escudero

Luis Angel Garcia-Escudero (Departamento de Estadìstica e I.O. and IMUVA, University of Valladolid)

Invited Sessions

IS – Robust inference based on the Density Power Divergence and other Bregman Extensions

Organized by Ayanendranath Basu

Chaired by Claudio Agostinelli

High-Dimensional Nonparametric Optimization of Scaled Bregman Distances

Wolfgang Stummer (Friedrich-Alexander Universität)

Robust Sure Independence Screening for Ultra-High Dimensional Mixed Models

Abhik Ghosh (Indian Statistical Institute)

Robust Life-Time Estimation based on the Density Power Divergence for Highly Reliable Products

Maria Jaenada Malagon (Complutense University of Madrid)

TBA

Ayanendranath Basu (Indian Statistical Institute)

IS – TBA

Organized by Graciela Boente

Bootstrapping Robust Nonparametric Regression Estimators

Stefan Van Aelst (KU Leuven)

A Robust and Sparse Approach in Partially Linear Additive Models

Alejandra Martinez (Universidad Nacional de Lujan)

Robust Nonparametric Regression for Compositional Data

Ana Bianco (Universidad de Buenos Aires)

IS – Robust Inference with Applications in Life Sciences

Organized by Peter Filzmoser

FDR control with knockoff e-values in robust multivariate compositional regression

Gianna Monti (University of Milano Bicocca)

TBA

Manon Felix (University of Geneva)

IS – Robustness in Diversity

Organized by Xuming He

Quantile Integrated Depth and Applications

Sara Lopez-Pintado (Northeastern University)

TBA

Linglong Kong (University of Alberta)

TBA

Xinzhou Guo (Hong Kong University of Science and Technology)

IS – Outlier Identification and Related Topics

Organized by Christian Hennig

Regularized covariance estimation with applications to portfolio optimization

Pietro Coretto (University of Salerno)

Trimmed factorial k-means: a simulation study

Matteo Farnè (University of Bologna)

A novel framework for quantifying nominal outlyingness

Efthymios Costa (Imperial College London)

TBA

Ana Maria Kenney (Penn State University)

IS – Robust Statistics for Non-Standard Data

Organized by Mia Hubert

Robust Order Determination for Tensors Using Data Augmentation

Una Radojicic (TU Wien)

Cellwise and Casewise Robust Covariance in High Dimensions

Fabio Centofanti (University of Naples)

TBA

Giovanni Porzio (University of Cassino)

IS – Divergence Based Inference – I

Organized by Anand Vidyashankar

TBA

Jeffrey Collamore (University of Copenhagen)

TBA

Marianthi Markatou (University of Buffalo)

TBA

David Kepplinger (George Mason University)

IS – Divergence Based Inference – II

Organized by David Kepplinger

TBA

Pramita Bagchi (George Washington University)

TBA

Ejaz Ahmed (Brock University)

TBA

Anand Vidyashankar (George Mason University)

IS – Divergence Based Inference – III

Organized by Anand Vidyashankar and David Kepplinger

TBA

Arun Kumar Kuchibolta (Carnegie Melon University)

TBA

Kamelia Daudel (ESSEC Business School)

Robust estimation of reliability coefficients with rating-scale data

Max Welz (University of Zurich)

IS – Robust statistics for non-standard data – II

Organized by Agustin Mayo-Iscar

Paolo Paruolo (European Commission, Joint Research Centre)

Cell-TRICC: a Model-Based Approach to Cellwise-Trimmed Co-Clustering

Edoardo Fibbi (KU Leuven)

Robust estimation of mixed models

Fabrizio Laurini (University of Parma)

IS – Current Advances and Trends in Robust Statistics

Organized by Marianthi Markatou

TBA

Annie Qu (University of California, Irvine, UCI)

TBA

Saptarshi Chakraborty (University of Buffalo)

TBA

Jiwei Zhao (University of Wisconsin)

TBA

Gabriela Cohen Freue (University of British Columbia)

IS – Recent Advances in Statistical Depth

Organized by Davy Paindaveine

Depths for scatter and shape parameters

Germain Van Bever (Université libre de Bruxelles)

Regularized estimation of Monge-Kantorovich quantiles for spherical data

Gauthier Thurin (ENS Paris)

Wasserstein spatial depth

Alberto Gonzalez Sanz (Columbia University)

IS – Robustness Against Cellwise Outliers

Organized by Peter Rousseeuw

Robust Multilinear Principal Component Analysis

Mia Hubert (KU Leuven)

cellGMM: a Cellwise Robust Model-Based Clustering Approach

Agustin Mayo-Iscar (University of Valladolid)

Challenges of Cellwise Outliers

Jakob Raymaekers (University of Antwerp)

IS – Advances in Robust Methodologies for Discrete and Categorical Data

Organized by Anne Ruiz-Gazen

Chaired by Christophe Croux

Robust Matrix Completion for Discrete Rating-Scale Data

Aurore Archimbaud (TBS Toulouse)

Robust estimation of structural equation models

Andreas Alfons (Erasmus University Rotterdam)

Calibrated Robust Correspondence Analysis

Marco Riani (University of Parma)

TBA

Shojaeddin Chenouri (University of Waterloo)

IS – Cutting-Edge Challenges in Robust Statistics: Privacy, Bias, and Transport

Organized by Yiyuan She

M-estimators under user-level local differential privacy constraints

Marco Avella Medina (Columbia University)

CBMA: Improving Conformal Prediction through Bayesian Model Averaging

Bei Jiang (University of Alberta)

Robustness Aspects of Optimal Transportation

Elvezio Ronchetti (University of Geneva)

IS – The Role of Robust statistics in Signal Processing

Organized and chaired by David Tyler

Start being greedy: sparse covariance learning algorithms in signal processing

Esa Ollila (Aalto University)

TBA

Frédéric Pascal (CentraleSupélec)

IS – Robust Functional Data Analysis

Organized and chaired by Stefan van Aelst

Robust tests for equality of regression curves based on characteristic functions

Graciela Boente (University of Buenos Aires)

Resistant dispersion estimation for nonparametric regression

Ioannis Kalogridis (University of Glasgow)

Robustness and Explainability in Multivariate Functional Data Analysis

Marcus Mayrhofer (TU Wien)

IS - Robustness for Complex Data Structures

Organized by Tim Verdonck

TBA

Christophe Croux (KU Leuven)

Robust marginal functional PCA for repeated functional measurements

Peter Filzmoser (TU Wien)

Robust Independent Component Analysis

Sarah Leyder (University of Antwerp)

IS – Robust statistics for non-standard data – III

Organized by Agustin Mayo-Iscar

Selective Overview of Robust Mixture Regression Modeling

Weixin Yao (University of California, Riverside)

TBA

Aldo Corbellini (University of Parma)

Anomaly detection under Benford’s law

Andrea Cerioli (University of Parma)

IS – Quantile and Expected Shortfall Regression

Organized by Xuming He

TBA

Sander Barendse (University of Armsterdam)

Breakdown points of transport-based quantiles

Alberto Gonzalez Sanz (Columbia University)

IS – Changepoint Analysis of Time Series Data

Organized by QiQi Lu

TBA

Jon Woody (MIssissippi State University)

TBA

Edward Boone (Virginia Commonwealth University)

IS – Robustness in Single and Multi-Model Selection

Organized by Gabriela Cohen Freue

TBA

Garth Tarr (University of Sydney)

TBA

Samuel Muller (Macquarie University)

IS – Robust Inference in Semiparametric Models

Organized by Yanyuan Ma

Robust and efficient estimation in the presence of a randomly right-censored covariate

Tanya Garcia (University of North Carolina**

TBA

Ying Wei (Columbia University)

Efficient Inference with Predicted Data under Label Shift

Yanyuan Ma (Penn State University)

IS – Randomization and Related Methods

Organized by Anand Vidyashankar

TBA

William Rosenberger (George Mason University)

TBA

Gaspard Bernard (Universite du Luxembourg)

TBA

Michel Broniatowski (Pierre and Marie Curie University)

IS – TBA

Organized by Claudio Agostinelli

Robust dimension reduction

Victor Yohai (Universidad de Buenos Aires)

Asymptotics of estimators for structured covariance matrices

Rik Lopuhaä (TU Delft)

Robust estimation and variable selection for sparse generalized linear models

Marina Valdora (Universidad de Buenos Aires)

Contributed Sessions

TBA

Poster Session

TBA