Padhraic Smyth
Orcid: 0000-0001-9971-8378Affiliations:
- University of California, Irvine, Department of Computer Science, CA, USA
According to our database1,
Padhraic Smyth
authored at least 223 papers
between 1988 and 2024.
Collaborative distances:
Collaborative distances:
Awards
ACM Fellow
ACM Fellow 2013, "For contributions to probabilistic and statistical approaches to data mining and machine learning.".
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on zbmath.org
-
on orcid.org
-
on id.loc.gov
-
on ics.uci.edu
-
on dl.acm.org
On csauthors.net:
Bibliography
2024
CoRR, 2024
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
2023
Bioinform., October, 2023
Proceedings of the Uncertainty in Artificial Intelligence, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
When More is Less: Incorporating Additional Datasets Can Hurt Performance By Introducing Spurious Correlations.
Proceedings of the Machine Learning for Healthcare Conference, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency, 2023
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the International Conference on Machine Learning, 2022
2021
Proceedings of AAAI Symposium on Survival Prediction, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Combining Human Predictions with Model Probabilities via Confusion Matrices and Calibration.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Machine Learning for Healthcare Conference, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
IEEE Trans. Geosci. Remote. Sens., 2020
Digit. Investig., 2020
Can I Trust My Fairness Metric? Assessing Fairness with Unlabeled Data and Bayesian Inference.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
2019
IEEE Trans. Knowl. Data Eng., 2019
Detecting conversation topics in primary care office visits from transcripts of patient-provider interactions.
J. Am. Medical Informatics Assoc., 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
2018
Prediction of Sparse User-Item Consumption Rates with Zero-Inflated Poisson Regression.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018
Proceedings of the Machine Learning for Healthcare Conference, 2018
Proceedings of the 11th International Conference on Educational Data Mining, 2018
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018
2017
IEEE J. Biomed. Health Informatics, 2017
Analyzing user-event data using score-based likelihood ratios with marked point processes.
Digit. Investig., 2017
Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, 2017
Proceedings of the Seventh International Learning Analytics & Knowledge Conference, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
2016
Bayesian Detection of Changepoints in Finite-State Markov Chains for Multiple Sequences.
Technometrics, 2016
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016
Proceedings of the Scholarly Big Data: AI Perspectives, 2016
2015
Proceedings of the 3rd International Conference on Learning Representations, 2015
Recursive Neural Networks for Coding Therapist and Patient Behavior in Motivational Interviewing.
Proceedings of the 2nd Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality, 2015
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
Proceedings of the Ninth International Conference on Web and Social Media, 2015
2014
IEEE Trans. Signal Process., 2014
Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, 2014
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014
2013
Mach. Learn., 2013
CoRR, 2013
Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial Intelligence (2013).
CoRR, 2013
Windows into Relational Events: Data Structures for Contiguous Subsequences of Edges.
Proceedings of the Twenty-Fourth Annual ACM-SIAM Symposium on Discrete Algorithms, 2013
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013
Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, 2013
2012
ACM Trans. Intell. Syst. Technol., 2012
Proceedings of the 4th Asian Conference on Machine Learning, 2012
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012
Predictive modeling of cardiovascular complications in incident hemodialysis patients.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011
Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011
Proceedings of the 28th International Conference on Machine Learning, 2011
2010
A Bayesian Mixture Approach to Modeling Spatial Activation Patterns in Multisite fMRI Data.
IEEE Trans. Medical Imaging, 2010
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010
Commun. ACM, 2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010
2009
Bioinform., 2009
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009
2008
Modeling Documents by Combining Semantic Concepts with Unsupervised Statistical Learning.
Proceedings of the Semantic Web - ISWC 2008, 7th International Semantic Web Conference, 2008
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008
Proceedings of the Knowledge Discovery from Sensor Data, 2008
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008
2007
ACM Trans. Knowl. Discov. Data, 2007
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2007
2006
J. Mach. Learn. Res., 2006
Gibbs Sampling for (Coupled) Infinite Mixture Models in the Stick Breaking Representation.
Proceedings of the UAI '06, 2006
Proceedings of the Advances in Neural Information Processing Systems 19, 2006
Learning Time-Intensity Profiles of Human Activity using Non-Parametric Bayesian Models.
Proceedings of the Advances in Neural Information Processing Systems 19, 2006
Proceedings of the Advances in Neural Information Processing Systems 19, 2006
A Nonparametric Bayesian Approach to Detecting Spatial Activation Patterns in fMRI Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006
Proceedings of the Intelligence and Security Informatics, 2006
Proceedings of the Algorithmic Learning Theory, 17th International Conference, 2006
2005
Proceedings of the 2005 SIAM International Conference on Data Mining, 2005
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Proceedings of the 3rd international workshop on Link discovery, 2005
2004
Identification of hair cycle-associated genes from time-course gene expression profile data by using replicate variance.
Proc. Natl. Acad. Sci. USA, 2004
Conditional Chow-Liu Tree Structures for Modeling Discrete-Valued Vector Time Series.
Proceedings of the UAI '04, 2004
Proceedings of the UAI '04, 2004
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004
2003
Beyond Independence: Probabilistic Models for Query Approximation on Binary Transaction Data.
IEEE Trans. Knowl. Data Eng., 2003
Data Min. Knowl. Discov., 2003
Data Min. Knowl. Discov., 2003
Probabilistic Models For Joint Clustering And Time-Warping Of Multidimensional Curves.
Proceedings of the UAI '03, 2003
Proceedings of the Third SIAM International Conference on Data Mining, 2003
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003
Clustering Markov States into Equivalence Classes using SVD and Heuristic Search Algorithms.
Proceedings of the Ninth International Workshop on Artificial Intelligence and Statistics, 2003
Proceedings of the Ninth International Workshop on Artificial Intelligence and Statistics, 2003
John Wiley, ISBN: 0-470-84906-1, 2003
2002
Maximum Likelihood Estimation of Mixture Densities for Binned and Truncated Multivariate Data.
Mach. Learn., 2002
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2002
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002
Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
2001
IEEE Trans. Inf. Theory, 2001
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, 2001
Probabilistic modeling of transaction data with applications to profiling, visualization, and prediction.
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, 2001
Proceedings of the 2001 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, 2001
2000
SIGKDD Explor., 2000
Stat. Comput., 2000
Proceedings of the UAI '00: Proceedings of the 16th Conference in Uncertainty in Artificial Intelligence, Stanford University, Stanford, California, USA, June 30, 2000
Proceedings of the Advances in Neural Information Processing Systems 13, 2000
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000
Proceedings of the 16th International Conference on Data Engineering, San Diego, California, USA, February 28, 2000
1999
CoRR, 1999
Proceedings of the SIGIR '99: Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 1999
Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999
Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999
Hierarchical Models for Screening of Iron Deficiency Anemia.
Proceedings of the Sixteenth International Conference on Machine Learning (ICML 1999), Bled, Slovenia, June 27, 1999
Joint probabilistic clustering of multivariate and sequential data.
Proceedings of the Seventh International Workshop on Artificial Intelligence and Statistics, 1999
1998
Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), 1998
1997
Pattern Recognit. Lett., 1997
Neural Comput., 1997
Proceedings of the Advances in Neural Information Processing Systems 10, 1997
Proceedings of the Third International Conference on Knowledge Discovery and Data Mining (KDD-97), 1997
Proceedings of the Third International Conference on Knowledge Discovery and Data Mining (KDD-97), 1997
Proceedings of the Third International Conference on Knowledge Discovery and Data Mining (KDD-97), 1997
Differential Diagnosis of Dementia: A Knowledge Discovery and Data Mining (KDD) Approach.
Proceedings of the AMIA 1997, 1997
Proceedings of the Sixth International Workshop on Artificial Intelligence and Statistics, 1997
Proceedings of the Sixth International Workshop on Artificial Intelligence and Statistics, 1997
Detecting Very Early Stages of Dementia from Normal Aging with Machine Learning Methods.
Proceedings of the Artificial Intelligence Medicine, 1997
1996
Pattern Recognit. Lett., 1996
Commun. ACM, 1996
Proceedings of the Advances in Neural Information Processing Systems 9, 1996
Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96), 1996
Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96), 1996
Modeling Subjective Uncertainty in Image Annotation.
Proceedings of the Advances in Knowledge Discovery and Data Mining., 1996
From Data Mining to Knowledge Discovery: An Overview.
Proceedings of the Advances in Knowledge Discovery and Data Mining., 1996
1995
Automated Analysis and Exploration of Image Databases: Results, Progress, and Challenges.
J. Intell. Inf. Syst., 1995
Proceedings of the Machine Learning, 1995
1994
IEEE Trans. Neural Networks, 1994
Proceedings of the Advances in Neural Information Processing Systems 7, 1994
Knowledge Discovery in Large Image Databases: Dealing with Uncertainties in Ground Truth.
Proceedings of the Knowledge Discovery in Databases: Papers from the 1994 AAAI Workshop, 1994
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994
The Automated Analysis, Cataloging, and Searching of Digital Image Libraries: A Machine Learning Approach.
Proceedings of the Digital Libraries: Current Issues, 1994
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994
1993
On loss functions which minimize to conditional expected values and posterior proba- bilities.
IEEE Trans. Inf. Theory, 1993
Neural Comput., 1993
Proceedings of the Advances in Neural Information Processing Systems 6, 1993
Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28, 1993
1992
IEEE Trans. Knowl. Data Eng., 1992
Neural Comput., 1992
Proceedings of the Ninth International Workshop on Machine Learning (ML 1992), 1992
1991
Fault Diagnosis of Antenna Pointing Systems Using Hybrid Neural Network and Signal Processing Models.
Proceedings of the Advances in Neural Information Processing Systems 4, 1991
Rule Induction Using Information Theory.
Proceedings of the Knowledge Discovery in Databases, 1991
1990
Proceedings of the Advances in Neural Information Processing Systems 3, 1990
A Hybrid Rule-Based/Bayesian Classifier.
Proceedings of the 9th European Conference on Artificial Intelligence, 1990
1989
The Induction of Probabilistic Rule Sets - The Itrule Algorithm.
Proceedings of the Sixth International Workshop on Machine Learning (ML 1989), 1989
1988
IEEE Trans. Inf. Theory, 1988
Proceedings of the Advances in Neural Information Processing Systems 1, 1988
Information-Theoretic Rule Induction.
Proceedings of the 8th European Conference on Artificial Intelligence, 1988