Paroma Varma

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Christopher RéComputer Science, Stanford UniversityVerificeret mail på cs.stanford.edu
Robert Thomas KnightProfessor of Psychology and Neuroscience, UC BerkeleyVerificeret mail på berkeley.edu
Jason Alan FriesStanford UniversityVerificeret mail på stanford.edu
James R Priest MDAdjunct Clinical Assistant Professor of Pediatrics, Stanford UniversityVerificeret mail på stanford.edu
Christopher De SaAssociate Professor of Computer Science, Cornell UniversityVerificeret mail på cs.cornell.edu
Dan IterComputer Science, Stanford University, MicrosoftVerificeret mail på stanford.edu
Bryan HeStanford UniversityVerificeret mail på stanford.edu
Scott DelpProfessor of Bioengineering and Mechanical Engineering, Stanford UniversityVerificeret mail på stanford.edu
Jingshan ZhongZhejiang LabVerificeret mail på zhejianglab.edu.cn
Laura WallerUC BerkeleyVerificeret mail på alum.mit.edu
Rose YuAssociate Professor, University of California, San DiegoVerificeret mail på ucsd.edu
Lei TianBoston University, UC Berkeley, MITVerificeret mail på bu.edu
Percy LiangAssociate Professor of Computer Science, Stanford UniversityVerificeret mail på cs.stanford.edu
Braden HancockCo-Founder & Head of Technology, Snorkel AIVerificeret mail på snorkel.ai
Imon BanerjeeMayo Clinic, AZVerificeret mail på mayo.edu
Robert KonradStanford UniversityVerificeret mail på stanford.edu
Gordon WetzsteinStanford UniversityVerificeret mail på stanford.edu
Gautam GunjalaPh.D. Student, UC BerkeleyVerificeret mail på berkeley.edu
Kunle OlukotunCadence Design Systems Professor of Computer Science, Stanford UniversityVerificeret mail på stanford.edu
Luigi NardiAssociate Professor in Machine Learning at Lund UniversityVerificeret mail på cs.lth.se

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Paroma Varma

Graduate Student, Stanford University

Verificeret mail på stanford.edu


Titel Sortér efter henvisninger Sortér efter årstal Sortér efter titel	Citeret af Citeret af	År
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	1376	2020
Snuba: Automating weak supervision to label training data P Varma, C Ré Proceedings of the VLDB Endowment. International Conference on Very Large …, 2018	196	2018
Training Classifiers with Natural Language Explanations. P Liang, C Ré, B Hancock, P Varma, S Wang, M Bringmann ACL, 1884-1895, 2018	177*	2018
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	173*	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	135	2019
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	115	2019
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	77	2019
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	72*	2016
Weak Supervision: The New Programming Paradigm for Machine Learning A Ratner, S Bach, P Varma, C Ré Jul, 2017	69	2017
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	67	2017
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	50	2016
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	40	2019
Parameterizing neural power spectra. biorxiv,(299859) M Haller, T Donoghue, E Peterson, P Varma, P Sebastian, R Gao, T Noto, ...	40	2018
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	29	2017
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	21	2020
Software 2.0 and Snorkel: Beyond Hand-Labeled Data C Ré Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018	16	2018
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	10	2019
Near-Eye Display Gaze Tracking via Convolutional Neural Networks R Konrad, S Shrestha, P Varma	10*
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	4	2020
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	2	2022

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