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Paroma Varma
Paroma Varma
Graduate Student, Stanford University
Verified email at stanford.edu
Title
Cited by
Cited by
Year
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
9122020
Snuba: Automating weak supervision to label training data
P Varma, C Ré
Proceedings of the VLDB Endowment. International Conference on Very Large …, 2018
1682018
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
162*2018
Training Classifiers with Natural Language Explanations.
P Liang, C Ré, B Hancock, P Varma, S Wang, M Bringmann
ACL, 1884-1895, 2018
156*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
1262019
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
1022019
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
722019
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
71*2016
Weak Supervision: The New Programming Paradigm for Machine Learning
A Ratner, S Bach, P Varma, C Ré
Jul, 2017
652017
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
602017
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
442016
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
372019
Parameterizing neural power spectra. biorxiv,(299859)
M Haller, T Donoghue, E Peterson, P Varma, P Sebastian, R Gao, T Noto, ...
372018
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
282017
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
192020
Software 2.0 and Snorkel: Beyond Hand-Labeled Data
C Ré
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
142018
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
22020
DEEM'22: Data Management for End-to-End Machine Learning
M Boehm, P Varma, D Xin
Proceedings of the 2022 International Conference on Management of Data, 2548 …, 2022
12022
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