Invited Sessions
| Session Title | Organizer(s) & Affiliation | Speakers & Affiliations |
|---|---|---|
| Bayesian nonparametrics - methods and applications | Agapiou Sergios & Maria Kalli - University of Cyprus & King’s College London | Jim Griffin – University College London John Maheu – McMaster University Beatrice Franzolini – University of Milano-Bicocca Carson McKee – University College London |
| TBA | Allison James | |
| Time series analysis for modern data | Aue Alexander - University of California, Davis | Anna Bykhovskaya – Duke University Richard Davis, – Columbia University Maximilian Ofner – Technische Universität Graz Gregory Rice – University of Waterloo |
| TBA | Banerjee Moulinath - University of Michigan | Yaacov Ritov – University of Michigan Cun-hui Zhang – Rutgers University George Michailidis – UCLA Yuekai Sun – University of Michigan |
| TBA | Banerjee Sayantan - Indian Institute of Management Indore | |
| Structural inference in high-dimensional models | Belitser Eduard - Vrije Universiteit Amsterdam | Paulo Andrade Serra – VU Amsterdam (Amsterdam, The Netherlands) Farida Enikeeva – L’université de Poitiers (Poitiers, France) Rui Pires da Silva Castro – Eindhoven University of Technology (Eindhoven, The Netherlands) Paul Rognon-Vael – Bocconi University (Milan, Italy) |
| Resampling method in non-standard frameworks | Bertail Patrice - University of Paris Nanterre | Dimitris Politis – Univ of California in San Diego, USA) Anna Dudek – AGH university, Poland and université Aix Marseille, France) Zuzanna Maciszewska – Université Paris Nanterre, France and AGH, Poland Aldo Medina Garay NOT CONFIRMED 100% – University of Pernambuco, Recife, Brasil |
| Nonparametric Copula-Based Methods for Dependence Modeling | Bouezmarni Taoufik - Université de Sherbrooke | Felix Camirand-Lemyre – Université de Sherbrooke Karim Oualkacha – Université du Québec à Montréal Bouchra Nari – Université de Montréal Bruno Rémillard – Hec Montréal and UAEU |
| TBA | Bradic Jelena - Cornell University | |
| Optimal Transport and Statistical Inference | Bura Efstathia - Vienna University of Technology (TU Wien) | Esteban Tabak – New York University Alberto Gonzalez Sanz – Columbia University |
| - | ||
| Kernel, Bandit, and Preference-Based Methods for Modern Statistical Learning | Dai Xiaowu - University of California, Los Angeles | Junwei Lu – Harvard University Cong Ma – U Chicago Yichen Zhang – Purdue University Rong Ma – Harvard University |
| Extremes, Statistical learning and Applications | Daouia Abdelaati - Toulouse School of Economics | Abdelaati Daouia – Toulouse School of Economics Yi He – Eastern Institute of Technology, Ningbo Pavlo Mozharovskyi – Télécom Paris Simone Padoan – Bocconi University |
| Non and semi-parametric Methods for Biomedical Applications | Datta Somnath - University of Florida | Mike Daniels – U Florida Samuel S. Wu – University of South Florida Sanjib Basu, University of Illinois Chicago, USA – University of Illinois, Chicago Somnath Datta, – U Florida |
| High-dimensional Time Series | Davis Richard & K. Fokianos | Tommaso Proietti – Tor Vergata University of Rome Hernando Ombao – KAUST Alex Aue – UC Davis YAU Chun Yip – Chinese University of Hong Kong |
| Specification Testing | Delgado Miguel - Universidad Carlos III de Madrid | Juan Rodríguez-Poo – Universidad de Cantabria Yuhao L – Xi'an Jiaotong-Liverpool University Juan Carlos Escanciano – UC3M Mercedes Conde Ambogae – Universidad de Santiago de Compostela |
| TBA | Dubey Paromita - USC Marshall School of Business | Yingying Fan – University of Southern California |
| TBA | Dudek Anna Ewa - AGH University of Science and Technology | |
| Recent Advances in Financial Econometrics | Escanciano Juan Carlos - Universidad Carlos III de Madrid | Timo Dimitriadis – Goethe University Frankfurt Jordi Llorens-Terrazas – Universidad Carlos III de Madrid Zaichao Du – Fudan University Sander Barendse – University of Amsterdam |
| Network and Tensor Time Series | Fokianos Kostas - University of Cyprus | Mirko Armillotta – University of Tor Vergata, Rome Andreas Anastasiou – University of Cyprus Michael Weylandt – City University of New York Matteo Iacopini – Luiss University |
| Novel False Discovery Rate Methodology | Fokianos Kostas & Ruth Heller - University of Cyprus & Tel-Aviv University | Will Fithian – Berkeley Etienne Roquain – Sorbonne Ruth Heller – Tel Aviv University Yuval Benjamini – yuvalbenj@gmail.com |
| Recent advances in Bayesian nonparametrics | Franzolini Beatrice - University of Milano-Bicocca | Francesco Gaffi – University of Bergamo Maria Kalli – King's College London Antonio Lijoi – Bocconi University Rames Mena – Univ. Nacional Autónoma de México |
| Domain Adaptation and Semi-supervised Methods for Medical Data | Garcia Tanya P. - University of North Carolina at Chapel Hill | Yanyuan Ma – Penn State Universit Mengyan Li – Bentley University Xavier de Luna – Umeå University Malka Gorfine – Tel Aviv University |
| Advances in nonparametric estimation | Goldenshluger Alexander - University of Haifa | Oleg Lepski – Aix-Marseille University Yannick Baraud – University of Luxembourg Fadoua Balabdaoui – ETH Zurich Anatoli Juditsky – University Grenoble Alpes |
| Statistics on Non-Euclidean spaces | Huckemann Stephan - University of Göttingen | Benjamin Eltzner – Georg-August-Univ. Göttingen Christoph von Tycowicz – Freie Univ. Berlin Alfred Kume – Kent U Ja-Yong Koo – Korea U |
| Nonparametric methods for multivariate extremes – please schedule either 23rd or 24th | Huser Raphael – Chair: S. Rizzelli - King Abdullah University of Science and Technology | Ioannis Papastathopoulos – University of Edinburgh Vicky Fasen – Karlsruher Institute of Technology Stefano Rizzelli – University of Padova Junshu Jiang – KAUST |
| Shape Constrained Statistical Inference | Jongbloed Geurt - Delft University of Technology | Aditya Guntuboyina – Department of Statistics, UC Berkeley, USA. Eni Musta – Department of Mathematics, University of Amsterdam, The Netherlands Lutz Dümbgen – Institute of Mathematical Statistics and Actuarial Science, University of Bern, Switzerland Moumita Chakraborty – Department of Biostatistics and Data Science, The University of Texas Medical Branch, USA |
| Flexible and Nonparametric Methods in Modern Statistical Modelling | Kalogeropoulos Kostas - London School of Economics and Political Science | Ioannis Kosmidis – Univeristy of Warwick Camilo Cardenas Hurtado – London School of Economics Mona Azadkia – London School of Economics Kostas Kalogeropoulos – London School of Economics |
| Recent advances in data beyond independence | Karmakar Sayar - University of Florida | Arkajyoti Saha – University of California, Irvine Tapabrata Maiti – Michigan State University Debarghya Mukherjee – mdeb@bu.edu Soham Bonnerjee, Uchicago – U Chicago |
| Structured High-Dimensional Inference with Entropy and Attention | Klopp Olga - ESSEC Business School | Claire Boyer – University Paris Saclay Zadik, Ilias – Yale University Juntong Chen – Xiamen University Jaouad Moutarda – CREST-ENSAE |
| Temporal Modeling and Causal Inference in Complex Systems | Kolar Mladen - USC Marshall School of Business | Mengyi Gong – Lancaster University Ali Shojaie – U Washington Niels Richard Hansen – University of Copenhangen Waverly Wei – University of Southern California |
| Temporal Modeling and Causal Inference in Complex Systems | Kolar Mladen - USC Marshall School of Business | |
| Some New Directions in Nonparametric Methods for Data Science | Koul Hira & Nilanjan Chakraborty - Michigan State University & Missouri University of Science and Technology | Robert Lunde – Washington University in Saint Louis . Jesús Arroyo – Texas A&M University Dhrubajyoti Ghosh – Kennesaw State University Sayan Chakraborty – University of Michigan |
| topological and geometric data analysis | Krebs Johannes - Catholic University of Eichstätt-Ingolstadt | Anne van Delft – Department of Statistics at Columbia University Christian Hirsch – Department of Mathematics at Aarhus University Benjamin Roycraft – Department of Statistics at University of Florida Uzu – Sung Hyun) Lim (Queen Mary University London |
| Recent Advances of Time Series Analysis | Kreiss Jens-Peter - TU Braunschweig | Georg Köstenberger – Vienna University (Austria) Sebastian Kühnert – University Bochum (Germany) Daniel Rademacher – TU Graz (Austria) Kartik Waghmare – ETH Zürich (Switzerland) |
| Privacy in Statistics : Recent advances | Krivokobova Tatyana - University of Vienna | Marco Avella Median – Columbia University Lasse Vuursteen – Duke University Marco Modell – Institut of Science and Technology Austria (ISTA) Karolina Klockmann – University of Kassel |
| Generative Models in Distribution Estimation | Kunkel Lea - Karlsruhe Institute of Technology, Germany | Niklas Dexheimer - University of Twente Wei Huang - University of Melbourne Arthur Stéphanovitch - DMA, École normale supérieure, Paris Lea Kunkel - Karlsruher Institut für Technologie (KIT) |
| TBA | Lahiri Soumendra - Washington University in St. Louis | |
| Topics in econometrics | Lavergne Pascal - Toulouse School of Economics | Bertille Antoine – Simon Fraser University Andrii Babii – University of North Carolina at Chapel Hill Elia Lapenta – University of Exeter Pascal Lavergne – Toulouse School of Economics |
| New developments of modern nonparametric Bayesian statistics | Lee Jaeyong - Seoul National University | Maria De Iorio – National Univ. of Singapore, Singapore Raffaele Argiento – Universita degli Studi di Bergamo, Italy Kwangmin Lee – Chonnam National University, South Korea Seongil Jo – Inha University, South Korea |
| Hypothesis testing and related topics | Leucht Anne - University of Bamberg | Melanie Birke Marius Kroll Bojana Milošević Leonie Selk |
| At the frontier of modern nonparametric statistics - Bayesian and Frequentist Approaches | Levine Michael - Purdue University College of Veterinary Medicine | Faming Liang – Purdue University Xuanlong Nguyen – University of Michigan Derek Young – University of Kentucky Michael Levine – Purdue University |
| Theory and Computation for Gaussian processes | Li Cheng - National University of Singapore | Thibault Randrianarisoa – University of Toronto Bernhard Stankewitz – University of Potsdam Randolf Altmeyer – Imperial College London Cheng Li – National University of Singapore |
| Frontiers in Uncertainty Quantification for Machine Learning | Li Jiaqi - The University of Chicago | Elynn Chen – New York University B. Cooper Boniece – Drexel U Wanrong Zhu – UC Irvine Jiaqi Li – U Chicago |
| Recent Modeling and Computational Advances in Bayesian Nonparametrics | Lijoi Antonio - Bocconi University | Federica Stolf – Duke University Ivan Golovko – Bocconi University Lorenzo Ghilotti – Duke University Nicola Bariletto – University of Texas at Austin |
| Learning in complex data settings | Liu Regina - Rutgers University | Subha Maity – University of Waterloo Matteo Bonvini – Rutgers University Wenceslao Gonzalez Manteiga – Universidad de Santiago de Compostela Marianthi Markatou – SUNY-Buffalo |
| Modern Network Analysis | Luberts Zack & Avanti Athreya - University of Virginia & Johns Hopkins University | Sofia Olhede – Federal Polytechnic School of Lausanne (EPFL) Patrick Rubin-Delanchy – University of Edinburgh Jingming Wang – University of Virginia Yi Yu – University of Warwick |
| Complex, partial, pseudo or surrogate data in estimation and prediction | Ma Yanyuan - The Pennsylvania State University | Tianxi Cai – Harvard University Yair Goldberg – Technion Tanya Garcia – Univ of North Carolina, Chapel Hill Layla Parast – Univ. of Texas, Austin |
| Nonparametric State Space Models Nonparametric estimation for complex systems | Markovich Natalia - Russian Academy of Sciences | Natalia Markovich – V.A.Trapeznikov Institute of Control Sciences Igor Rodionov – University of Essex Liubov Markovich – Leiden University Evgeny Pchelintsev – Tomsk University Russia |
| Partitioning Methods | Marmer Vadim - The University of British Columbia | Jason Klusowski – Princeton Benjamin Deaner – UCL Da Kang – Xiamen University Yuehao Bai – USC |
| TBA | Matzner-Lober Eric - ENSAE Paris | |
| Recent advances on data with compelx structure and dependence | Michailidis George - University of California, Los Angeles | Mouli Banerjee – U Michigan Housen Li – University of Goettingen Somabha Mukherjee – National University of Singapore |
| Non-parametric methods for Multivariate Time Series – tentative | Motta Giovanni - Columbia University | Michael Eichler – Maastricht University Yan Liu – Waseda University Giovanni Motta – Columbia University Darlin Soto – Universidad del Bio-Bio |
| Statistical Learning in Network Models | Mukherjee Somabha - National University of Singapore | Zhou Fan – Yale U Olga Klopp – ESSEC Siddharth Vishwanath – UC San Diego Bhaswar Bhattacharya – U Pennsylvania |
| Estimators and tests for nonparametric models | Müller Ursula - Texas A&M University | Sami Umut Can – University of Amsterdan Natalie Neumeyer – University of Hamburg Anton Schick – Binghamton University Natalia Stepanova – Carleton University |
| Goodness-of-fit and specification tests | Neumeyer Natalie - Universität Hamburg | Lujia Bai – Ruhr-Universität Bochum Amparo Baillo – Universidad Autonoma de Madrid Bruno Ebner – Karlsruher Institut für Technologie Sarka Hudecova – Univerzita Karlova Praha |
| TBA | Nevo Daniel - Tel Aviv University | |
| At the intersection between geometry and statistics | Nicol Florence - Ecole Nationale de l'Aviation Civile | Rita Fioresi – University of Bologne, Italie Anne-Francoise Yao – University of Clermont Auvergne Florence Nicol – Enac, France |
| Complex data and depth | Nieto Reyes Alicia - University of Cantabria | José Enrique Chacón – Universidad de Extremadura Javier Cárcamo – University of the Basque Country Alicia Nieto-Reyes – Univeristy of Cantabria Luis González de la Fuente – University of Cantabria |
| Topics in Time Series and Functional Data Analysis | Ombao Hernando - King Abdullah University of Science and Technology | Rainer von Sachs – Univ Catholique de Louvain Jean-Marc Freyermuth – Aix Marseille Univ, France Konstantinos Fokianos – University of Cyprus Eugene Pircalabelu – Univ Catholique de Louvain |
| Biometrika session | Papaspiliopoulos Omiros - Bocconi University | Anirbanc Chatterjee - Univeristy of Chicago Alessandra Guglielmi - Politecnico Milano Nikos Ignatiadis - University of Chicago Kangjie Zhou - Columbia University |
| Transfer Learning in Statistics | Park Byeong U. - Seoul National University | Fan Wang – University of Warwick Seung Hyun Moon – Seoul National University Doudou Zhou – National University of Singapore Eun Ryung Lee – Sungkyunkwan University |
| Advances in modeling random functions data | Patilea Valentin - ENSAI | Ming-Yen Cheng – Hong Kong Baptist University, Hong Kong Rinka Sagawa – Waseda University, Japan Myriam Vimond – CREST Ensai, France Lijia Wang – City University of Hong Kong, Hong Kong |
| Advances in Object Data Analysis | Patrangenaru Vic - Florida State University | Stephan Huckemann – Institut für Mathematische Stochastik, Goettingen GErmany Mihaela Pricop-Jeckstadt – National University of Science and Technology POLITEHNIC, Bucharest Romania Aaid Algahtani – King Saud University, Riadh, Saudi Arabia Vic Patrangenaru – Florida State University, Tallahassee, FL, USA |
| Random networks, clustering and embeddings | Pensky Marianna - University of Central Florida | Joshua Agterberg – University of Illinois Urbana-Champaign Srijan Sengupta – North Carolina State University Francesco Sanna Passino – Imperial College Marianna Pensky – University of Central Florida |
| Topics on high-dimensional and complex data | Pircalabelu Eugen - Université catholique de Louvain | Ines Wilms – Maastricht University Jing Zhou – The University of Manchester Sofia Guglielmini – KU Leuven Andreas Artemiou – University of Limassol |
| Computer-intensive statistical inference for complex data | Politis Dimitris - University of California San Diego | Patrice Bertail – University Paris Nanterre Carsten Jentsch – TU Dortmund University Daren Wang – University of California San Diego Yunyi Zhang – The Chinese University of Hong Kong |
| Time series analysis, modelling and applications | Proietti Tommaso - Università degli Studi di Roma Tor Vergata | Yufei Li – King's Colege Alessandra Luati – Imperial College Alessandro Giovannelli – University of L’Aquila Philipp Sibbertsen – University of Hannover |
| Topics in Econometrics | Racine Jeffrey S. - McMaster University | Laura Liu – University of Pittsburgh Eric Mbakop – Ohio State University Artem Prokhorov – University of Sydney Shakeeb Khan – Boston College |
| Modeling complex functional data | Sangalli Laura M. - Politecnico di Milano | Michelle Carey – University College Dublin Sonja Greven – Humboldt-Universität Berlin Ilenia di Battista |
| Nonparametric Methods for Dependent Data | Schick Anton - Binghamton University | Soutir Bandyopadhyay (Department of Applied Math. and Statistics, Colorado School of Mines) Ursula U. Mueller-Harknett – Texas A&M University and University Tharuvai N Sriram – Department of Statistics, University of Georgia Suhasini Subbarao |
| Modern Methods and Applications in Robust Nonparametric Statistics | She Yiyuan - Westlake University | Jiahua Chen – University of British Columbia Peter Rousseeuw – KU Leuven Jiashun Jin – Carnegie Mellon University Yiyuan She – Westlake University |
| TBA | Shojaie Ali - University of Washington | Peter Rousseeuw – KU Leuven, Belgium Lexin Li – University of California, Berkeley Xiaowu Dai – UCLA |
| Contributions to Understandable Machine Learning | Sperlich Stefan - Université de Genève | Johannes Lederer – Universität Hamburg Katarzyna Reluga – Humboldt-Universität zu Berlin Nadja Klein – Karlsruher Institut für Technologie Stefan Sperlich – Université de Genève |
| Randomization and Causation | Stensrud Mats - École Polytechnique Fédérale de Lausanne | |
| TBA | Stoev Stilian - University of Michigan | Jingshu Wang – U Chicago Matteo Gasparin – University of Padova Richard Guo – U Michigan Parijat Chakraborty |
| Frontiers in Nonparametric Learning: From Classical Regression to Complex High-Dimensional Models | Tong Tiejun - Hong Kong Baptist University | Yuedong Wang – UC Santa Barbara Hongmei Lin – Shanghai University of International Business and Economics Kevin Wang – U North Carolina Tiejun Tong – Mengyi Gong |
| Advances in Survival Analysis | Uña-Álvarez Jacobo de - Universidad de Vigo | Adrián Lago – Universidade de Vigo Merle Munko – Otto-von-Guericke University Magdeburg Ingrid Van Keilegom – KULeuven Rebecca Betensky – New York University |
| Recent advances in survival analysis | Van Keilegom Ingrid - Katholieke Universiteit Leuven | Donglin Zeng – University of Michigan Jacobo de Uña Álvarez – Universidade de Vigo Myrthe D’Haen – KU Leuven Gang Li – University of California at Los Angeles |
| TBA | Verdebout Thomas - Université libre de Bruxelles | |
| Recent Advances in Statistical Ranking | Wang Junhui - The Chinese University of Hong Kong | Yunxiao Chen – LSE Ruijian Han – PolyU Weichen Wang Junhui Wang – Chinese U of Hong Kong |
| Advances in Modeling Temporal Data | Wilms Ines - Maastricht University | Sumanta Basu – Cornell University Rebecca Killick – Lancaster University Ostap Okhrin – TU Dresden Johannes Lederer – University of Hamburg |
| Recent developments in missing data and causal inference | Xu Ronghui Lily - University of California San Diego | Yanqing Sun – University of North Carolina Mats Stensrud – École Polytechnique Fédérale de Lausanne, Mate Kormos – Ghent University Jose Zubizarreta – Harvard University, |
| Compex time series analysis | Yao Qiwei - London School of Economics | Edward Eriksson – University of Leipzig Wenyang Zhang – University of Macau Ke Zhu – University of Hong Kong Qiwei Yao – London School of Economics |
| Recent developments in differential privacy | Yu Yi - University of Warwick | Matthew Regehr – University of Waterloo Clement Canonne – University of Sydney Tom Berrett – University of Warwick Adam Smith – Boston university |
| Recent Advances in Statistical Analysis for Graphs and Networks | Zhang Anderson Ye - University of Pennsylvania (Wharton) | Weijing Tang – Carnegie Mellon University Cheng Mao – Georgia Institute of Technology |
| New nonparametric inference and modeling on network-type data with complex dependence | Zhou Wen - New York University | Rong Chen – Rutgers University Zhao Ren – University of Pittsburgh Ji Zhu – University of Michigan Wen Zhou – New York University |