IS1 - Robustness for Matrix-valued Data

Organized and chaired by Peter Filzmoser (TU Wien)

Mia Hubert (KU Leuven)
Marcus Mayrhofer (TU Wien)
Agustin Mayo-Iscar (University of Valladolid)

IS2 - IASC Invited Session: Robust Methods for Functional Data Analysis

Organized and chaired by Aylin Alın (Dokuz Eylül University)

Ufuk Beyaztas (Marmara University):
Robust estimation for functional joint models with longitudinal and survival outcomes
Müge Mutiş (Yıldız Technical University):
A novel robust approach to spatially structured scalar-on-function quantile regression
Zdeněk Hlávka (Charles University in Prague):
Multivariate two-sample tests for functional data with outliers
Filip Bočinec (Charles University in Prague):
Projection depth for functional data

IS3 - Uncertainty and Learning Dynamics for Causal and Personalized Decisions with Modern AI/ML

Organized and chaired by Liangyuan Hu (Rutgers School of Public Health)

Sijian Wang (Rutgers University)
Xiao Fang (Chinese University of Hong Kong)
Lu Tian (Stanford University)

IS4 - Robustness in Complex Models

Organized and chaired by Graciela Boente (University of Buenos Aires) and Ana Maria Bianco (University of Buenos Aires) 

Fabio Centofanti (KU Leuven)
Gabriela Cohen Freue (University of British Columbia)
Stefan van Aelst (KU Leuven)
Conceição Amado (Instituto Superior Técnico, Universidade de Lisboa, CEMAT)

IS5 - Geometric and Bayesian Perspectives in Robustness

Organized and chaired by Alberto González-Sanz (Columbia University)

Zoraida Fernández-Rico (Bocconi University)
Cynthia Rush (Columbia University)
Shunan Sheng (Columbia University)

IS6 - Advances in Robustness for Complex Data

Organized and chaired by Luis Angel García Escudero (University of Valladolid)

Christian Hennig (University of Bologna)
Aldo Corbellini (University of Parma)
Luis Ángel García-Escudero (University of Valladolid)

IS7 - Robust Regression for Complex Data

Organized and chaired by Olcay Arslan (Ankara University) and Fatma Zehra Doğru (Giresun University)

Olcay Arslan (Ankara University)
Fatma Zehra Doğru (Giresun University)
Yeşim Güney (Ankara University)
Elgiz Askeroğlu (Giresun University)

IS8 - Robust Inference in Combined Regression and Autoregression Models

Organized and chaired by Jana Jureckova (Charles University, Emeritus), Olcay Arslan (Ankara University), and Yeşim Güney (Ankara University)

Jana Jureckova (Charles University, Emeritus):
The advantage of autoregression rank scores invariance in the inference
Hira L. Koul (Michigan State University):
A signed-rank estimator in nonlinear regression models when covariates and errors are dependent
Jan Picek (Technical University of Liberec):
Adaptive Rank Scores Guided by L-moments for Robust Inference in Regression and Autoregression Models
Yetkin Tuaç (Ankara University):
M-Quantile Regression with Autoregressive Errors

IS9 - Robust Principal Components

Organized and chaired by Gabriel Cohen (University of British Columbia) and David Tyler (Rutgers University)

Una Radojicic (Technical University of Vienna)
Shoja’eddin Chenouri (University of Waterloo)
Ilias Diakonikolas (University of Wisconsin)

IS10 - Symbolic Data Analysis Meets Robust Statistics: Models, Methods, and Applications

Organized and chaired by M. Rosário Oliveira (Technical University of Lisbon)

Eufrásio A. Lima Neto (Universidade Federal de Paraíba, Brazil)
Pedro Duarte Silva (Católica Porto Business School)
Renata M. C. R. Souza (Universidade Federal de Pernambuco, Brazil)
M. Rosário Oliveira Silva (Instituto Superior Técnico, Universidade de Lisboa, Portugal)

IS11 - Recent Developments in Robustness

Organized and chaired by Mia Hubert (KU Leuven) and Stefan Van Aelst (KU Leuven)

Graciela Boente (University of Buenos Aires)
Peter Filzmoser (TU Wien)
Yangzhuoran Yang (Maastricht University)
Giorgia Zaccaria (University of Milano-Bicocca)

IS12 - Differential Privacy

Organized and chaired by Marco Avella-Medina (Columbia University)

Gautam Kamath (University of Waterloo)
Daniel Alabi (University of Illinois at Urbana-Champaign)
Menchu li (University of Birmingham)

IS13 - Bayesian Robustness

Organized and chaired by Marco Avella-Medina (Columbia University)

IS14 - Analysis of Complex Data

Organized and chaired by Domenico Perrotta (University of Milan)

Andrea Cerioli (University of Parma)
Arthur Daisomont (KU Leuven & Joint Research Centre):
Blockwise, cellwise, and casewise robust multiblock PCA
Can Hakan Dağıdır (KU Leuven):
Cellwise Robust Discriminant Analysis

IS15 - Robust Solutions in Machine Learning Applications

Organized and chaired by Fulya Gokalp Yavuz (Purdue University, The Data Mine)

Burcu Koca Güler (Middle East Technical University):
CGL-LIME: A Robustified LIME with Copula-Based Sampling and Gradient-Weighted Kernels
David Iseri Inouye (Purdue University):
Provable Robustness to Spurious Correlations via Invariant Data for Robust Finetuning
Serenay Çakar (Middle East Technical University):
From Robust Mixed Models to Temporal Deep Learning: A Four-Paradigm Robustness Benchmark on Contaminated fNIRS Data

IS16 - Advances in Robust Methodology

(in association with the ASA Nonparametric Statistics Section)
Organized and chaired by F. Sevinc Kurnaz (Yıldız Technical University & Case Western Reserve University)

Matthias Templ (FHNW University of Applied Sciences and Arts, Northwestern Switzerland):
Cellwise-robust imputation for mixed continuous and categorical data
Houyem Demni (University of Cassino and Southern Lazio):
Robust Estimation of Circular Dispersion: Theory and an Application to Outlier Detection

IS17 - Robust Estimation, Testing and Prediction

Organized and chaired by Yanyuan Ma (Penn State University)

Tanya Garcia (UNC Gillings School of Global Public Health):
Doubly Robust Semiparametric Prediction Intervals
Renjun Ma (University of New Brunswick):
Tweedie compound Poisson mixed models for cross-classified data with left censoring
Ying Wei (Columbia University):
Quantile Graph Discovery through QuACC: Quantile Association via Conditional Concordance
Liping Zhu (Renmin University):
Rank Correlations in High Dimensions