Peter Schulam
Peter Schulam
Amazon Alexa
Bestätigte E-Mail-Adresse bei cs.jhu.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Clustering Longitudinal Clinical Marker Trajectories from Electronic Health Data: Applications to Phenotyping and Endotype Discovery
P Schulam, F Wigley, S Saria
The Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI-15), 2015
962015
Reliable decision support using counterfactual models
P Schulam, S Saria
arXiv preprint arXiv:1703.10651, 2017
912017
A framework for individualizing predictions of disease trajectories by exploiting multi-resolution structure
P Schulam, S Saria
arXiv preprint arXiv:1601.04674, 2016
852016
Beyond audio and video retrieval: towards multimedia summarization
D Ding, F Metze, S Rawat, PF Schulam, S Burger, E Younessian, L Bao, ...
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval, 1-8, 2012
662012
Opportunities in machine learning for healthcare
M Ghassemi, T Naumann, P Schulam, AL Beam, R Ranganath
arXiv preprint arXiv:1806.00388, 2018
472018
Event-based video retrieval using audio
Q Jin, P Schulam, S Rawat, S Burger, D Ding, F Metze
Thirteenth Annual Conference of the International Speech Communication …, 2012
472012
Preventing failures due to dataset shift: Learning predictive models that transport
A Subbaswamy, P Schulam, S Saria
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
382019
Can you trust this prediction? Auditing pointwise reliability after learning
P Schulam, S Saria
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
322019
Large, huge or gigantic? Identifying and encoding intensity relations among adjectives in WordNet
V Sheinman, C Fellbaum, I Julien, P Schulam, T Tokunaga
Language resources and evaluation 47 (3), 797-816, 2013
292013
Robust audio-codebooks for large-scale event detection in consumer videos.
S Rawat, PF Schulam, S Burger, D Ding, Y Wang, F Metze
INTERSPEECH, 2929-2933, 2013
272013
Noisemes: Manual annotation of environmental noise in audio streams
S Burger, Q Jin, PF Schulam, F Metze
Carnegie Mellon University, 2012
242012
Integrative analysis using coupled latent variable models for individualizing prognoses
P Schulam, S Saria
The Journal of Machine Learning Research 17 (1), 8244-8278, 2016
212016
Practical guidance on artificial intelligence for health-care data
M Ghassemi, T Naumann, P Schulam, AL Beam, IY Chen, R Ranganath
The Lancet Digital Health 1 (4), e157-e159, 2019
202019
Disease trajectory maps
P Schulam, R Arora
arXiv preprint arXiv:1606.09184, 2016
202016
Informedia e-lamp@ trecvid 2012: multimedia event detection and recounting (med and mer)
SI Yu, Z Xu, D Ding, W Sze, F Vicente, Z Lan, Y Cai, S Rawat, PF Schulam, ...
Carnegie Mellon University, 2012
142012
Automatically Determining the Semantic Gradation of German Adjectives.
PF Schulam, C Fellbaum
KONVENS, 163-167, 2010
122010
What-if reasoning with counterfactual Gaussian processes
P Schulam, S Saria
arXiv preprint arXiv:1703.10651, 2017
112017
A review of challenges and opportunities in machine learning for health
M Ghassemi, T Naumann, P Schulam, AL Beam, IY Chen, R Ranganath
AMIA Summits on Translational Science Proceedings 2020, 191, 2020
102020
Learning predictive models that transport
A Subbaswamy, P Schulam, S Saria
arXiv preprint arXiv:1812.04597, 2018
72018
Reporting and implementing interventions involving machine learning and artificial intelligence
DW Bates, A Auerbach, P Schulam, A Wright, S Saria
Annals of internal medicine 172 (11_Supplement), S137-S144, 2020
62020
Das System kann den Vorgang jetzt nicht ausführen. Versuchen Sie es später erneut.
Artikel 1–20