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Padhraic Smyth

Department of Computer Science

77H-index
485Paper Count
2.9WCitation Count
Published Papers 54
Publication Date
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JANET: Joint Adaptive predictioN-region Estimation for Time-series
errMachine Learning
IF2.9
err2025-06-23
err0
errOAAI
errEshant English; Eliot Wong-Toi; Matteo Fontana; Stephan Mandt; Padhraic Smyth; Christoph Lippert
errShare
errSave
What large language models know and what people think they know
errNATURE MACHINE INTELLIGENCE
IF23.9
err2025-01-21
err6
errOAAI
errSteyvers, Mark; Tejeda, Heliodoro; Kumar, Aakriti; Belem, Catarina; Karny, Sheer; Hu, Xinyue; Mayer, Lukas W.; Smyth, Padhraic
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errSave
A Generative Diffusion Model for Probabilistic Ensembles of Precipitation Maps Conditioned on Multisensor Satellite Observations
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2025-01-01
err0
PREAI
errGuilloteau, Clement; Kerrigan, Gavin; Nelson, Kai; Migliorini, Giosue; Smyth, Padhraic; Li, Runze; Foufoula-Georgiou, Efi
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Systematically tracking the hourly progression of large wildfires using GOES satellite observations
errEARTH SYSTEM SCIENCE DATA
IF11.6
err2024-03-15
err0
errOAAI
errLiu, Tianjia; Randerson, James T.; Chen, Yang; Morton, Douglas C.; Wiggins, Elizabeth B.; Smyth, Padhraic; Foufoula-Georgiou, Efi; Nadler, Roy; Nevo, Omer
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Differentiating Mental Models of Self and Others: A Hierarchical Framework for Knowledge Assessment
errPSYCHOLOGICAL REVIEW
IF5.8
err2023-11-01
err2
errOAAI
errKumar, Aakriti; Smyth, Padhraic; Steyvers, Mark
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Climate-driven changes in the predictability of seasonal precipitation (vol 14, 3822, 2023)
errNATURE COMMUNICATIONS
IF15.7
err2023-07-18
err0
errOAAI
errLe, Phong V. V.; Randerson, James T.; Willett, Rebecca; Wright, Stephen; Smyth, Padhraic; Guilloteau, Cleïment; Mamalakis, Antonios; Foufoula-Georgiou, Efi
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Climate-driven changes in the predictability of seasonal precipitation
errNATURE COMMUNICATIONS
IF15.7
err2023-06-28
err15
errOAAI
errLe, Phong V. V.; Randerson, James T.; Willett, Rebecca; Wright, Stephen; Smyth, Padhraic; Guilloteau, Cleïment; Mamalakis, Antonios; Foufoula-Georgiou, Efi
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errSave
A Brief Tour of Deep Learning from a Statistical Perspective
errANNUAL REVIEW OF STATISTICS AND ITS APPLICATION
IF8.7
err2023-03-10
err2
errOAAI
errNalisnick, Eric; Smyth, Padhraic; Tran, Dustin
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errSave
Bayesian modeling of human-AI complementarity
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2022-03-11
err44
errOAAI
errSteyvers, Mark; Tejeda, Heliodoro; Kerrigan, Gavin; Smyth, Padhraic
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errSave
Automating Data Science
errCOMMUNICATIONS OF THE ACM
IF12.2
err2022-02-23
err17
errOAAI
errDe Bie, Tijl; De Raedt, Luc; Hernandez-Orallo, Jose; Hoos, Holger H.; Smyth, Padhraic; Williams, Christopher K., I
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errSave
Zonally contrasting shifts of the tropical rain belt in response to climate change
errNATURE CLIMATE CHANGE
IF27.1
err2021-01-18
err111
errOAAI
errMamalakis, Antonios; Randerson, James T.; Yu, Jin-Yi; Pritchard, Michael S.; Magnusdottir, Gudrun; Smyth, Padhraic; Levine, Paul A.; Yu, Sungduk; Foufoula-Georgiou, Efi
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errSave
Graph-Guided Regularized Regression of Pacific Ocean Climate Variables to Increase Predictive Skill of Southwestern US Winter Precipitation
errJOURNAL OF CLIMATE
IF4
err2021-01-01
err16
errOAAI
errStevens, Abby; Willett, Rebecca; Mamalakis, Antonios; Foufoula-Georgiou, Efi; Tejedor, Alejandro; Randerson, James T.; Smyth, Padhraic; Wright, Stephen
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errSave
Forecasting Daily Wildfire Activity Using Poisson Regression
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2020-07-01
err28
errOAAI
errGraff, Casey A.; Coffield, Shane R.; Chen, Yang; Foufoula-Georgiou, Efi; Randerson, James T.; Smyth, Padhraic
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errSave
The benefits and caveats of using clickstream data to understand student self-regulatory behaviors: opening the black box of learning processes
errINTERNATIONAL JOURNAL OF EDUCATIONAL TECHNOLOGY IN HIGHER EDUCATION
IF16.7
err2020-04-14
err59
errOAAI
errBaker, Rachel; Xu, Di; Park, Jihyun; Yu, Renzhe; Li, Qiujie; Cung, Bianca; Fischer, Christian; Rodriguez, Fernando; Warschauer, Mark; Smyth, Padhraic
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Predicting Consumption Patterns with Repeated and Novel Events
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2019-02-01
err18
errOAAI
errKotzias, Dimitrios; Lichman, Moshe; Smyth, Padhraic
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errSave
Science and data science
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2017-08-07
err94
errOAAI
errBlei, David M.; Smyth, Padhraic
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errSave
Content Coding of Psychotherapy Transcripts Using Labeled Topic Models
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2017-03-01
err32
errOAAI
errGaut, Garren; Steyvers, Mark; Imel, Zac E.; Atkins, David C.; Smyth, Padhraic
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errSave
Daily States of the March April East Pacific ITCZ in Three Decades of High -Resolution Satellite Data
errJOURNAL OF CLIMATE
IF4
err2016-04-12
err25
errOAAI
errHaffke, Colene; Magnusdottir, Gudrun; Henke, Daniel; Smyth, Padhraic; Peings, Yannick
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errSave
A Bayesian Hidden Markov Model of Daily Precipitation over South and East Asia
errJOURNAL OF HYDROMETEOROLOGY
IF2.9
err2015-12-09
err35
errOAAI
errHolsclaw, Tracy; Greene, Arthur M.; Robertson, Andrew W.; Smyth, Padhraic
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errSave
Measurement Error and Outcome Distributions: Methodological Issues in Regression Analyses of Behavioral Coding Data
errPSYCHOLOGY OF ADDICTIVE BEHAVIORS
IF2.7
err2015-12-01
err12
errOAAI
errHolsclaw, Tracy; Hallgren, Kevin A.; Steyvers, Mark; Smyth, Padhraic; Atkins, David C.
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
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Gary H. Glover
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Joseph S. Takahashi
H-index: 128 · Papers: 449
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Ralf Paus
H-index: 128 · Papers: 1.7K
S
Steven G. Potkin
H-index: 115 · Papers: 748
J
James T. Randerson
H-index: 114 · Papers: 464
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