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BNP13 - 13th International Conference on Bayesian Nonparametrics

October 24-28, 2022

BNP13 - 13th International Conference on Bayesian Nonparametrics

An official section meeting of the BNP section of ISBA

BNP13 - 13th International Conference on Bayesian Nonparametrics

Organized by MiDaS

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Welcome
About the meeting

The Bayesian nonparametrics (BNP) conference is a bi-annual international meeting bringing together leading experts and talented young researchers working on applications and theory of nonparametric Bayesian statistics. It is an official section meeting of the Bayesian nonparametrics section of the International Society for Bayesian Analysis (ISBA) and is co-sponsored by the Institute of Mathematical Statistics (IMS). Attendees are expected to share our commitment to safeISBA, and to adhere to the ISBA code of conduct.

Conference venue

The 13th International Conference on Bayesian Nonparametrics will be held in Hotel Cumbres, Puerto Varas, Chile, on October 24-28, 2022.

Scientific Committee
Alessandra Guglielmi

Alessandra Guglielmi

Professor

Department of Mathematics
Politecnico di Milano

Catherine Forbes

Catherine Forbes

Associate Professor

Department of Econometrics and Business Statistics
Monash University

Fernando Quintana

Fernando Quintana

Professor

Department of Statistics
Pontificia Universidad Católica de Chile

Juhee Lee

Juhee Lee

Associate Professor

Department of Statistics
University of California at Santa Cruz

Maria De Iorio

Maria De Iorio

Professor

Yale-NUS College
University College London

Natalia Bochkina

Natalia Bochkina

Reader in Statistics

School of Mathematics
University of Edinburgh

Peter Orbanz

Peter Orbanz

Associate Professor

Gatsby Unit
University College London

Ramses Mena

Ramses Mena

Professor

Departamento de Probabilidad y Estadística
Universidad Nacional Autónoma de México

Steven MacEachern

Steven MacEachern (Chair)

Professor

Department of Statistics
The Ohio State University

Subhashis Ghoshal

Subhashis Ghoshal

Professor

Departament of Statistics
North Carolina State University

Vinayak Rao

Vinayak Rao

Assistant Professor

Department of Statistics
Purdue University

Wesley Johnson

Wesley Johnson

Professor

Departament of Statistics
University of California at Irvine

Yanxun Xu

Yanxun Xu

Assistant Professor

Department of Mathematics and Statistics
Johns Hopkins University

Organizing Committee
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Alejandro Jara (Chair)

Professor

Department of Statistics
Chatolic University of Chile

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Valeria Leiva (Conf. Officer)

Administrative Officer

MiDaS
Catholic University of Chile

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Mauricio Castro

Associate Professor

Department of Statistics
Catholic University of Chile

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María José García-Zattera

Assistant Professor

Department of Statistics
Catholic University of Chile

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Fernando Quintana

Professor

Department of Statistics
Catholic University of Chile

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Carlos Sing-Long

Assistant Professor

Institute for Mathematical and Cmputational Engineering
Catholic University of Chile

Keynote Speakers
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Amy Herring

Sara & Charles Ayres Professor

Statistical Science, Global Health, and Biostatistics & Bioinformatics
Duke University

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Antonio Lijoi

Professor of Statistics

Department of Decision Sciences
Bocconi University

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Sonia Petrone

Professor of Statistics

Department of Decision Sciences
Bocconi University

Invited Speakers
Andres F. Barrientos

Andres F. Barrientos

Assistant Professor of Statistics

Department of Statistics
Florida State University

Claudia Wehrhahn

Claudia Wehrhahn

Visiting Professor

MiDaS and Department of Statistics
Pontificia Universidad Católica de Chile

Donatello Telesca

Donatello Telesca

Professor of Statistics

Department of Biostatistics
UCLA School of Public Health

Erik Sudderth

Erik Sudderth

Professor of Statistics

School of Information & Computer Sciences
University of California, Irvine

Hedibert Lopes

Hedibert Lopes

Professor of Statistics

School of Mathematical and Statistical Sciences
Arizona State University

Jaeyong Lee

Jaeyong Lee

Professor of Statistics

College of Natural Sciences
Seoul National University

Jim Griffin

Jim Griffin

Professor of Statistics

Department of Statistical Science
University College London

Leo Duan

Leo Duan

Assistant Professor of Statistics

Department of Statistics
University of Florida

Marta Catalano

Marta Catalano

Assistant Professor

Department of Statistics
University of Warwick

Gil Maria Fernanda

Maria Fernanda Gil-Leyva

Assistant Professor

Department of Probability and Statistics
IIMAS-UNAM

Michele Guindani

Michele Guindani

Professor of Biostatistics

Department of Biostatistics
University of California, Los Angeles

Raffaele Argiento

Raffaele Argiento

Full Professor of Statistics

Department of Economics
Università degli Studi di Bergamo

Sanjib Basu

Sanjib Basu

Professor

Department of Biostatistics
University of Illinois, Chicago

Surya Tokdar

Surya Tokdar

Professor

Department of Statistical Science
Duke University

Programme Schedule
List of Poster Presenters

  • ALAMICHEL, LOUISE (INRIA Grenoble - Rhone-Alpes, France). Bayesian nonparametric mixtures inconsistency for the number of clusters.
  • AN, HYOIN (The Ohio State University, USA). A process of dependent quantile pyramids.
  • CHAKRABORTY, SUNRIT (University of Michigan, USA). Mixture of distributions supported on simplices: Analysis and related models.
  • CHATTOPADHYAY, SHOUNAK (Duke University, USA). Nearest neighbor Dirichlet mixtures.
  • DAS, SNIGDHA (Texas A&M University, USA). Blocked Gibbs Sampler for a hierarchical Dirichlet Process with a Gamma prior on the shared concentration parameter.
  • GAFFI, FRANCESCO (Bocconi University, Italy). Partially-exchangeable multilayer stochastic block models.
  • GIANELLA, MATTEO (Politecnico Di Milano, Italy). Bayesian non-parametric model for spatial downscaling of COVID-19 mortality counts.
  • GUTIERREZ, IVAN (Pontificia Universidad Católica de Chile, Chile). A tractable variable selection approach in Bayesian nonparametric models.
  • GUTIERREZ, LUIS (Pontificia Universidad Católica de Chile, Chile). Bayesian flexible models for the analysis of factorial desings.
  • HSU, CHING-LUNG (Duke University, USA). Taxonomic Gibbs-type priors.
  • JIN, BORA (Duke University, USA). A Bayesian nonparametric approach for brain connectivity in patients with Parkinson`s disease.
  • MOZDZEN, ALEXANDER (University of Klagenfurt, Austria). Bayesian modeling and clustering for spatio-temporal areal data.
  • MURUA, ALEJANDRO (Université de Montréal, Canada). Biclustering via semiparametric Bayesian inference.
  • ORLANDI, VITTORIO (Duke University, USA). Density regression with Bayesian additive regression trees.
  • PAVANI, JESSICA (Pontificia Universidad Católica de Chile, Chile). A flexible Bayesian approach for spatio-temporal epidemiology.
  • QUINTANA, FERNANDO (Pontificia Universidad Católica de Chile, Chile). Biclustering via semiparametric Bayesian inference.
  • REINOSO, VANESA (Pontificia Universidad Católica de Chile, Chile). Inference for multivariate differential recruitment in RDS data.
  • TEO, MICA (University of Edinburgh, UK). Bayesian nonparaession via Potts-Gibbs random partition models.
  • TIERNEY, GRAHAM (Duke University, USA). Author clustering and topic estimation for short texts.
  • ZHU, YICHEN (Duke University, USA). Alt-DAG: Scalable Gaussian Process for Joint Predictions.
  • ZITO, ALESSANDRO (Duke University, USA). Conjugate prior for the Dirhclet process precision parameter.
  • Winners of the BNP13 Travel Award

    The awards committee is pleased to announce that after scrutinizing the various applications is willing to supply travel award bursaries and support to the following applicants to attend the 13th International Conference on Bayesian Nonparametrics:

  • ALAMICHEL, LOUISE (INRIA Grenoble - Rhone-Alpes, France)
  • AN, HYOIN (The Ohio State University, USA)
  • ASCOLANI, FILIPPO (Bocconi University, Italy)
  • BERAHA, MARIO (Politecnico Di Milano, Italy)
  • BROWNING, RAIHA (Queensland University of Technology, Australia)
  • CHATTOPADHYAY, SHOUNAK (Duke University, USA)
  • DO, DAT (University of Michigan, USA)
  • FRANZOLINI, BEATRICE (Agency for Science, Technology and Research, Singapore)
  • JIN, BORA (Duke University, USA)
  • KANG, JIZHOU (UC Santa Cruz, USA)
  • MISCOURIDOU, XENIA (Imperial College London, UK)
  • NGUYEN, TRUNGTIN (INRIA Grenoble - Rhone-Alpes, France)
  • REBAUDO, GIOVANNI (The University of Texas at Austin, USA)
  • STEPHENSON, BRIANA (Harvard University, USA)
  • SULEM, DEBORAH (University of Oxford, UK)
  • TEO, SHU XIAN (University of Edinburgh, UK)
  • VAN DEN BOOM, WILLEM (National University of Singapore, Singapore)
  • The awards are sponsored by BNP section of ISBA (13) and by ISBA (4). Awardees will get $1,000 USD each. Awardees will be reimbursed after the meeting and they need to provide receipts. The reimbursement instructions can be found here.

    Abstract Submission

    Abstracts must be submitted electronically via the submission form.

    Abstracts received via fax, e-mail or received after the deadline will not be accepted and therefore will not be considered for the programme.

    Attendees can apply for a contributed talk. Submission of a contributed talk title/abstracts is made via the online registration. The deadline for submitting a contributed talk title/abstract is March 15th, 2022. Decisions will be made by the Scientific Committee and are expected to be sent by April 15th, 2022.

    Attendees can apply for a poster presentation. Submission of poster title/abstracts is made via the online registration. The deadline for submitting a poster title/abstract is March 15th, 2022.

    Only the name of the presenting auhtor is required for submitting the abstract. Other authors can be inluded in the authors section of the form.

    The abstract length is between 400 - 500 words.

    The format for the posters is A0 portrait.

    Abstract submission form
    Registration

    The Conference registration fees, in US dollars, are as follows:

    Type/Period Early: 01/06 - 03/15 Regular: 03/16 - 05/30 Late: 05/31 - 10/23
    ISBA student 200 300 400
    Student 250 350 450
    ISBA member 300 400 500
    Standard 500 600 700

    The registration fees include the welcome reception, refreshments at the poster sessions and coffee breaks. Please note that, in order to be eligible for the reduced fees, students need to upload a proof of their enrollment in an Undergraduate, MSc or PhD programme.

    *** Cancellations/Substitutions: All fees are nonrefundable. Because of COVID-19, the nonrefundable registration fee paid by participants will be 80% refunded if registration is canceled by March 15, 2022. After March 15, no requests for refunds will be honored, though transferring registration to another person is allowed at no penalty. If the conference is cancelled because of COVID-19, the nonrefundable registration fee paid by participants will be 80% refunded.

    Registration form
    Practical information
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    Local information

    Time difference to London

    Time zone GMT/UTC: -4 hours (+/- changes due to summertime/daylight saving).

    Climate, weather

    22ºC - 10ºC (72ºF - 50ºF) in January to 12ºC - 10ºC (53ºF - 50ºF) in July with most of the rain falling between May and August

    Population

    45,000 approximately.

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    Touristic information

    Puerto Varas is a city in Southern Chile, in the Los Lagos (Lakes) Region, Llanquihue Province. With a great choice of open-air adventures, distinctive Chilean-German traditions, and a truly stunning natural setting, it is no wonder many visitors to southern Chile make a bee-line for Puerto Varas, an enchanting town with a sweeping lakeside promenade and magnificent views of the distant volcanoes from the shores of peaceful Lake Llanquihue.

    For more touristic information please click here.

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    Getting there

    By bus: There is very frequent minibus ($800 CLP as of Dec. 2015) service from Puerto Montt, as well as regular bus service from other cities. Tur-bus, Cruz del Sur, and Pullman offer overnight service from Santiago for a very reasonable price. Semi-cama seats lean back halfway, salon cama even more. Snack and breakfast included for a small fee.

    By plane: The nearest airport is "El Tepual (IATA:PMC)" in Puerto Montt, about 30 km. from Puerto Varas, which has regular flights to Santiago, Punta Arenas, Balmaceda and other airports served by LATAM and Sky Airline. From the airport you can take a taxi for $20,000 CLP (cost as per Dec. 2015) directly into Puerto Varas or you can take a bus (Andrés Tour) from the airport to the main bus terminal in Puerto Montt for $2,500 CLP (cost as per Dec. 2015). The desk to book a Taxi or the bus to Puerto Montt is located in the baggage claim area. A more economic route to Puerto Varas from the airport (compared to the taxi) would be to take the Andean Tour bus from the airport to Puerto Montt and from the bus terminal take a Micro-bus to Puerto Varas for an additional $800 CLP (cost as per Dec. 2015). Other transfer option is Survip , they offer private taxis, from $15.000 CLP, (cost as per Ago. 2017) www.survip.cl.

    By train: There is a railroad station in Puerto Varas with daily trains running north to Victoria and 13 other cities in between, as well as Puerto Montt to the south. There is also an additional daily train between Osorno and Puerto Montt.

    Other: You can take the Lake Crossing from Bariloche, Argentina. This is generally done via a tour agency and generally costs between $250-300.

    Get around

    The city is pretty compact and walkable. Buses also leaves from Del Salvador to take passengers down to the southern part of the town. Buses to Frutillar depart from Gramado and San Bernardo. Buses to Enseneda depart from Walker Martinez and San Bernardo. Buses to Puerto Montt depart from Del Salvador near Santa Isabel supermarket. The first two can also be acessed at Del Salvador. The Colectivos and Minibuses regularly depart also from there (400-500 CLP around Town).

    Housing information

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    Hotel Cumbres Puerto Varas

    (56 - 65) 2222 000
    (56) 2 2414 5000 ​
    infopuertovaras@hotelescumbres.cl

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    Hotel Dreams de los Volcanes

    (56 - 22) 600 626 0000

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    Hotel Bella Vista

    (56 - 65) 223 2011
    info@hotelbellavista.cl

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