Gal Mishne

Cytowane przez

	Wszystkie	Od 2020
Cytowania	1025	880
h-indeks	18	17
i10-indeks	30	28

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32 artykuły

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Alexander CloningerAssociate Professor, Department of Mathematics & Halicioglu Data Science Institute, UC San DiegoZweryfikowany adres z ucsd.edu
Chester HoltzUniversity of California San DiegoZweryfikowany adres z ucsd.edu
Israel CohenProfessor of Electrical & Computer Engineering, Technion - Israel Institute of TechnologyZweryfikowany adres z ee.technion.ac.il
Ronald Coifmanprofessor of mathematics yale universityZweryfikowany adres z math.yale.edu
Ronen TalmonProfessor of Electrical and Computer Engineering, Technion - Israel Institute of TechnologyZweryfikowany adres z ee.technion.ac.il
Adam CharlesJohns Hopkins University, Department of Biomedical EngineeringZweryfikowany adres z jhu.edu
Dustin ScheinostYale UniversityZweryfikowany adres z yale.edu
Siyuan GaoLinkedInZweryfikowany adres z linkedin.com
Changhao ShiPhD Student, UC San DiegoZweryfikowany adres z ucsd.edu
Hadas BenistyTechnionZweryfikowany adres z technion.ac.il
Zhengchao WanAssistant Professor of Mathematics, University of MissouriZweryfikowany adres z missouri.edu
Eric C. ChiAssociate Professor of Statistics, Rice UniversityZweryfikowany adres z rice.edu
Dhruv KohliUniversity of California San DiegoZweryfikowany adres z ucsd.edu
Yusu WangProfessor, HDSI, Univ. California, San Diego.Zweryfikowany adres z ucsd.edu
Rob KnightWolfe Family Chair at Rady Children's; Director, Center for Microbiome Innovation; Professor, UCSDZweryfikowany adres z ucsd.edu
Yuval KlugerYale UniversityZweryfikowany adres z yale.edu
Ariel JaffeThe Hebrew UniversityZweryfikowany adres z mail.huji.ac.il
Ya-Wei Eileen LinPhD student at the TechnionZweryfikowany adres z campus.technion.ac.il
Scott GiganteFounding Engineer, Sightline ClimateZweryfikowany adres z ctvc.co
Uri ShahamAssistant professor, Bar Ilan UniversityZweryfikowany adres z biu.ac.il

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Gal Mishne

Assistant Professor, UC San Diego

Zweryfikowany adres z ucsd.edu - Strona główna

Data science machine learning computational neuroscience


Tytuł Sortuj wg cytatów Sortuj wg roku Sortuj wg tytułu	Cytowane przez Cytowane przez	Rok
Online adversarial purification based on self-supervised learning C Shi, C Holtz, G Mishne International Conference on Learning Representations, 2021	116*	2021
Diffusion Nets G Mishne, U Shaham, A Cloninger, I Cohen Applied and Computational Harmonic Analysis, 2017	73	2017
Multiscale anomaly detection using diffusion maps G Mishne, I Cohen IEEE Journal of selected topics in signal processing 7 (1), 111-123, 2012	67	2012
Nonlinear manifold learning in functional magnetic resonance imaging uncovers a low-dimensional space of brain dynamics. S Gao, G Mishne, D Scheinost Human brain mapping, 2021	62*	2021
Hierarchical Coupled-Geometry Analysis for Neuronal Structure and Activity Pattern Discovery G Mishne, R Talmon, R Meir, J Schiller, M Lavzin, U Dubin, RR Coifman IEEE Journal of Selected Topics in Signal Processing 10 (7), 1238-1253, 2016	57	2016
Uniform Manifold Approximation and Projection (UMAP) Reveals Composite Patterns and Resolves Visualization Artifacts in Microbiome Data G Armstrong, C Martino, G Rahman, A Gonzalez, Y Vázquez-Baeza, ... mSystems 6 (5), e00691-21, 2021	51	2021
Applications and comparison of dimensionality reduction methods for microbiome data GW Armstrong, G Rahman, C Martino, D Mcdonald, A Gonzalez, ... Frontiers in Bioinformatics, 18, 2022	47	2022
Graph-based supervised automatic target detection G Mishne, R Talmon, I Cohen IEEE Transactions on Geoscience and Remote Sensing 53 (5), 2738-2754, 2014	44	2014
Rapid fluctuations in functional connectivity of cortical networks encode spontaneous behavior H Benisty, D Barson, AH Moberly, S Lohani, L Tang, RR Coifman, ... Nature Neuroscience, 1-11, 2023	40	2023
Visualizing the PHATE of Neural Networks S Gigante, AS Charles, S Krishnaswamy, G Mishne Advances in Neural Information Processing Systems, 1842-1853, 2019	35	2019
The numerical stability of hyperbolic representation learning G Mishne, Z Wan, Y Wang, S Yang International Conference on Machine Learning, 24925-24949, 2023	30*	2023
Multiway graph signal processing on tensors: Integrative analysis of irregular geometries JS Stanley, EC Chi, G Mishne IEEE Signal Processing Magazine 37 (6), 160-173, 2020	28	2020
Data-Driven Tree Transforms and Metrics G Mishne, R Talmon, I Cohen, RR Coifman, Y Kluger IEEE Transactions on Signal and Information Processing over Networks, 2017	28	2017
LDLE: Low Distortion Local Eigenmaps D Kohli, A Cloninger, G Mishne Journal of Machine Learning Research 22, 1-64, 2021	24	2021
Automated cellular structure extraction in biological images with applications to calcium imaging data G Mishne, RR Coifman, M Lavzin, J Schiller bioRxiv, 313981, 2018	21*	2018
Spectral Embedding Norm: Looking Deep into the Spectrum of the Graph Laplacian X Cheng, G Mishne SIAM Journal on Imaging Sciences 13 (2), 1015-1048, 2020	19	2020
Co-manifold learning with missing data G Mishne, EC Chi, RR Coifman 36th International Conference on Machine Learning 97, 4605--4614, 2019	19	2019
GraFT: Graph filtered temporal dictionary learning for functional neural imaging AS Charles, N Cermak, RO Affan, BB Scott, J Schiller, G Mishne IEEE Transactions on Image Processing 31, 3509-3524, 2022	18	2022
Randomized near-neighbor graphs, giant components and applications in data science A Jaffe, Y Kluger, GC Linderman, G Mishne, S Steinerberger Journal of Applied Probability 57 (2), 458-476, 2020	18	2020
Hyperbolic diffusion embedding and distance for hierarchical representation learning YWE Lin, RR Coifman, G Mishne, R Talmon International Conference on Machine Learning, 21003-21025, 2023	17	2023

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