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Publications of "Jenna Wiens" ( http://dblp.L3S.de/Authors/Jenna_Wiens )

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Publication years (Num. hits)
2010-2017 (20) 2018-2019 (16)
Publication types (Num. hits)
article(16) inproceedings(15) phdthesis(1) proceedings(4)
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Found 37 publication records. Showing 36 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Jeeheh Oh, Jiaxuan Wang, Shengpu Tang, Michael W. Sjoding, Jenna Wiens Relaxed Weight Sharing: Effectively Modeling Time-Varying Relationships in Clinical Time-Series. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Ian Fox, Jenna Wiens Advocacy Learning: Learning through Competition and Class-Conditional Representations. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Tian Bao, Brooke N. Klatt, Susan L. Whitney, Kathleen H. Sienko, Jenna Wiens Automatically Evaluating Balance: A Machine Learning Approach. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Ian Fox, Jenna Wiens Advocacy Learning: Learning through Competition and Class-Conditional Representations. Search on Bibsonomy IJCAI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Jeeheh Oh, Jiaxuan Wang, Jenna Wiens Learning to Exploit Invariances in Clinical Time-Series Data using Sequence Transformer Networks. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Jiaxuan Wang, Ian Fox, Jonathan Skaza, Nick Linck, Satinder Singh, Jenna Wiens The Advantage of Doubling: A Deep Reinforcement Learning Approach to Studying the Double Team in the NBA. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Eli Sherman, Hitinder S. Gurm, Ulysses J. Balis, Scott R. Owens, Jenna Wiens Leveraging Clinical Time-Series Data for Prediction: A Cautionary Tale. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Ian Fox, Lynn Ang, Mamta Jaiswal, Rodica Pop-Busui, Jenna Wiens Deep Multi-Output Forecasting: Learning to Accurately Predict Blood Glucose Trajectories. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Dev Goyal, Zeeshan Syed, Jenna Wiens Clinically Meaningful Comparisons Over Time: An Approach to Measuring Patient Similarity based on Subsequence Alignment. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Pascal Sturmfels, Saige Rutherford, Mike Angstadt, Mark Peterson, Chandra Sekhar Sripada, Jenna Wiens A Domain Guided CNN Architecture for Predicting Age from Structural Brain Images. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Jiaxuan Wang, Jeeheh Oh, Haozhu Wang, Jenna Wiens Learning Credible Models. Search on Bibsonomy KDD The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Ian Fox, Lynn Ang, Mamta Jaiswal, Rodica Pop-Busui, Jenna Wiens Deep Multi-Output Forecasting: Learning to Accurately Predict Blood Glucose Trajectories. Search on Bibsonomy KDD The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Maggie Makar, John V. Guttag, Jenna Wiens Learning the Probability of Activation in the Presence of Latent Spreaders. Search on Bibsonomy AAAI The full citation details ... 2018 DBLP  BibTeX  RDF
1Pascal Sturmfels, Saige Rutherford, Mike Angstadt, Mark Peterson, Chandra Sekhar Sripada, Jenna Wiens A Domain Guided CNN Architecture for Predicting Age from Structural Brain Images. Search on Bibsonomy MLHC The full citation details ... 2018 DBLP  BibTeX  RDF
1Jeeheh Oh, Jiaxuan Wang, Jenna Wiens Learning to Exploit Invariances in Clinical Time-Series Data using Sequence Transformer Networks. Search on Bibsonomy MLHC The full citation details ... 2018 DBLP  BibTeX  RDF
1Finale Doshi-Velez, Jim Fackler, Ken Jung, David C. Kale, Rajesh Ranganath, Byron C. Wallace, Jenna Wiens (eds.) Proceedings of the Machine Learning for Healthcare Conference, MLHC 2018, 17-18 August 2018, Palo Alto, California Search on Bibsonomy MLHC The full citation details ... 2018 DBLP  BibTeX  RDF
1Jiaxuan Wang, Jeeheh Oh, Jenna Wiens Learning Credible Models. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Ian Fox, Lynn Ang, Mamta Jaiswal, Rodica Pop-Busui, Jenna Wiens Contextual Motifs: Increasing the Utility of Motifs using Contextual Data. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Maggie Makar, John V. Guttag, Jenna Wiens Learning the Probability of Activation in the Presence of Latent Spreaders. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Ian Fox, Lynn Ang, Mamta Jaiswal, Rodica Pop-Busui, Jenna Wiens Contextual Motifs: Increasing the Utility of Motifs using Contextual Data. Search on Bibsonomy KDD The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Eli Sherman, Hitinder S. Gurm, Ulysses J. Balis, Scott R. Owens, Jenna Wiens Leveraging Clinical Time-Series Data for Prediction: A Cautionary Tale. Search on Bibsonomy AMIA The full citation details ... 2017 DBLP  BibTeX  RDF
1Finale Doshi-Velez, Jim Fackler, David C. Kale, Rajesh Ranganath, Byron C. Wallace, Jenna Wiens (eds.) Proceedings of the Machine Learning for Health Care Conference, MLHC 2017, Boston, Massachusetts, USA, 18-19 August 2017 Search on Bibsonomy MLHC The full citation details ... 2017 DBLP  BibTeX  RDF
1Jenna Wiens, John V. Guttag, Eric Horvitz Patient Risk Stratification with Time-Varying Parameters: A Multitask Learning Approach. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2016 DBLP  BibTeX  RDF
1Jenna Wiens, Byron C. Wallace Editorial: special issue on machine learning for health and medicine. Search on Bibsonomy Machine Learning The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Jose Javier Gonzalez Ortiz, Cheng Perng Phoo, Jenna Wiens Heart Sound Classification Based on Temporal Alignment Techniques. (PDF / PS) Search on Bibsonomy CinC The full citation details ... 2016 DBLP  BibTeX  RDF
1Finale Doshi-Velez, Jim Fackler, David C. Kale, Byron C. Wallace, Jenna Wiens (eds.) Proceedings of the 1st Machine Learning in Health Care, MLHC 2016, Los Angeles, CA, USA, August 19-20, 2016 Search on Bibsonomy MLHC The full citation details ... 2016 DBLP  BibTeX  RDF
1Stefano V. Albrecht, André da Motta Salles Barreto, Darius Braziunas, David L. Buckeridge, Heriberto Cuayáhuitl, Nina Dethlefs, Markus Endres, Amir-massoud Farahmand, Mark Fox, Lutz Frommberger, Sam Ganzfried, Yolanda Gil, Sébastien Guillet, Lawrence E. Hunter, Arnav Jhala, Kristian Kersting, George Konidaris, Freddy Lécué, Sheila A. McIlraith, Sriraam Natarajan, Zeinab Noorian, David Poole 0001, Rémi Ronfard, Alessandro Saffiotti, Arash Shaban-Nejad, Biplav Srivastava, Gerald Tesauro, Rosario Uceda-Sosa, Guy Van den Broeck, Martijn van Otterlo, Byron C. Wallace, Paul Weng, Jenna Wiens, Jie Zhang Reports of the AAAI 2014 Conference Workshops. Search on Bibsonomy AI Magazine The full citation details ... 2015 DBLP  BibTeX  RDF
1Abhishek Bafna, Jenna Wiens Automated Feature Learning: Mining Unstructured Data for Useful Abstractions. Search on Bibsonomy ICDM The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Abhishek Bafna, Jenna Wiens Learning Useful Abstractions from the Web. Search on Bibsonomy AMIA The full citation details ... 2015 DBLP  BibTeX  RDF
1Jenna Wiens, John V. Guttag, Eric Horvitz A study in transfer learning: leveraging data from multiple hospitals to enhance hospital-specific predictions. Search on Bibsonomy JAMIA The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Finale Doshi-Velez, David C. Kale, Byron C. Wallace, Jenna Wiens (eds.) Modern Artificial Intelligence for Health Analytics, Papers from the 2014 AAAI Workshop, Québec City, Québec, Canada, July 27, 2014 Search on Bibsonomy AAAI Workshop: Modern Artificial Intelligence for Health Analytics The full citation details ... 2014 DBLP  BibTeX  RDF
1Finale Doshi-Velez, David C. Kale, Byron C. Wallace, Jenna Wiens Preface. Search on Bibsonomy AAAI Workshop: Modern Artificial Intelligence for Health Analytics The full citation details ... 2014 DBLP  BibTeX  RDF
1Jenna Wiens Learning to prevent healthcare-associated infections: leveraging data across time and space to improve local predictions. Search on Bibsonomy 2014   RDF
1Jenna Wiens, John V. Guttag, Eric Horvitz Patient Risk Stratification for Hospital-Associated C. diff as a Time-Series Classification Task. Search on Bibsonomy NIPS The full citation details ... 2012 DBLP  BibTeX  RDF
1Jenna Wiens, John V. Guttag Patient-specific ventricular beat classification without patient-specific expert knowledge: A transfer learning approach. Search on Bibsonomy EMBC The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Jenna Wiens, John V. Guttag Active Learning Applied to Patient-Adaptive Heartbeat Classification. Search on Bibsonomy NIPS The full citation details ... 2010 DBLP  BibTeX  RDF
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