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Paroma Varma
Paroma Varma
Graduate Student, Stanford University
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Parameterizing neural power spectra into periodic and aperiodic components
T Donoghue, M Haller, EJ Peterson, P Varma, P Sebastian, R Gao, T Noto, ...
Nature neuroscience 23 (12), 1655-1665, 2020
4032020
Parameterizing neural power spectra. bioRxiv
M Haller, T Donoghue, E Peterson, P Varma, P Sebastian, R Gao, T Noto, ...
Epub ahead of print 11, 2018
153*2018
Snuba: Automating weak supervision to label training data
P Varma, C Ré
Proceedings of the VLDB Endowment. International Conference on Very Large …, 2018
1192018
Training Classifiers with Natural Language Explanations.
P Liang, C Ré, B Hancock, P Varma, S Wang, M Bringmann
ACL, 1884-1895, 2018
115*2018
Weakly supervised classification of aortic valve malformations using unlabeled cardiac MRI sequences
JA Fries, P Varma, VS Chen, K Xiao, H Tejeda, P Saha, J Dunnmon, ...
Nature communications 10 (1), 1-10, 2019
922019
Scene graph prediction with limited labels
VS Chen, P Varma, R Krishna, M Bernstein, C Re, L Fei-Fei
Proceedings of the IEEE International Conference on Computer Vision, 2580-2590, 2019
752019
Socratic Learning: Correcting Misspecified Generative Models using Discriminative Models
P Varma, B He, D Iter, P Xu, R Yu, C De Sa, C Ré
arXiv preprint arXiv:1610.08123, 2016
66*2016
Weak Supervision: The New Programming Paradigm for Machine Learning
A Ratner, S Bach, P Varma, C Ré
Jul, 2017
582017
Learning dependency structures for weak supervision models
P Varma, F Sala, A He, A Ratner, C Ré
International Conference on Machine Learning, 6418-6427, 2019
532019
Inferring Generative Model Structure with Static Analysis
P Varma, BD He, P Bajaj, N Khandwala, I Banerjee, D Rubin, C Ré
Advances in neural information processing systems, 240-250, 2017
462017
Nonlinear Optimization Algorithm for Partially Coherent Phase Retrieval and Source Recovery
J Zhong, L Tian, P Varma, L Waller
IEEE Transactions on Computational Imaging 2 (3), 310-322, 2016
372016
Parameterizing neural power spectra. biorxiv,(299859)
M Haller, T Donoghue, E Peterson, P Varma, P Sebastian, R Gao, T Noto, ...
362018
Flipper: A systematic approach to debugging training sets
P Varma, D Iter, C De Sa, C Ré
Proceedings of the 2nd Workshop on Human-in-the-Loop Data Analytics, 1-5, 2017
252017
Multi-resolution weak supervision for sequential data
P Varma, F Sala, S Sagawa, J Fries, D Fu, S Khattar, A Ramamoorthy, ...
Advances in Neural Information Processing Systems, 192-203, 2019
232019
Software 2.0 and Snorkel: Beyond Hand-Labeled Data
C Ré
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
122018
Cardiac Imaging of Aortic Valve Area from 34,287 UK Biobank Participants Reveal Novel Genetic Associations and Shared Genetic Comorbidity with Multiple Disease Phenotypes
A Córdova-Palomera, C Tcheandjieu, J Fries, P Varma, VS Chen, ...
Circulation: Genomic and Precision Medicine, 2020
112020
Near-Eye Display Gaze Tracking via Convolutional Neural Networks
R Konrad, S Shrestha, P Varma
9*
Multi-frame weak supervision to label wearable sensor data
S Khattar, H O’Day, P Varma, J Fries, J Hicks, S Delp, H Bronte-Stewart, ...
ICML Time Series Workshop, 2019
72019
Cardiac imaging of aortic valve area from 26,142 UK Biobank participants reveal novel genetic associations and shared genetic comorbidity with multiple disease phenotypes
A Córdova-Palomera, C Tcheandjieu, J Fries, P Varma, VS Chen, ...
medRxiv, 2020
32020
Exploring the Utility of Developer Exhaust
J Zhang, M Lam, S Wang, P Varma, L Nardi, K Olukotun, C Ré
Proceedings of the Second Workshop on Data Management for End-To-End Machine …, 2018
12018
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학술자료 1–20