Edit Profile (opens in new tab) Talmon, Ronen Co-Author Distance Author ID: talmon.ronen Published as: Talmon, Ronen Documents Indexed: 30 Publications since 2012, including 3 Additional arXiv Preprints Co-Authors: 40 Co-Authors with 30 Joint Publications 984 Co-Co-Authors all top 5 Co-Authors 0 single-authored 8 Coifman, Ronald Raphaël 6 Shnitzer, Tal 5 Kevrekidis, Ioannis George 5 Wu, Hau-Tieng 4 Yair, Or 3 Cohen, Israel 3 Gannot, Sharon 3 Slotine, Jean-Jacques E. 2 Ben Chen, Mirela 2 Dov, David 2 Dsilva, Carmeline J. 2 Laufer-Goldshtein, Bracha 2 Lederman, Roy R. 2 Zaveri, Hitten P. 1 Bar, Amitay 1 Bronstein, Emil 1 Dietrich, Felix 1 Duncan, Dominique 1 Gavish, Matan 1 Gear, Charles William 1 Guibas, Leonidas John 1 Habets, Emanuël A. P. 1 Kluger, Yuval 1 Kushnir, Dan 1 Lahav, Almog 1 Lindenbaum, Ofir 1 Liu, Gi-Ren 1 Mallat, Stephane Georges 1 Meir, Ron 1 Mishne, Gal 1 Mulayoff, Rotem 1 Papaioannou, Panagiotis 1 Sagiv, Amir 1 Shilo, Doron 1 Shkolnisky, Yoel 1 Siettos, Constantinos I. 1 Su, Pei-Chun 1 Taseska, Maja 1 van Waterschoot, Toon 1 Wiegner, Aviad all top 5 Serials 10 IEEE Transactions on Signal Processing 5 Applied and Computational Harmonic Analysis 2 Information and Inference 2 SIAM Journal on Mathematics of Data Science 1 Proceedings of the National Academy of Sciences of the United States of America 1 Chaos 1 SIAM Journal on Applied Dynamical Systems 1 Mathematical Biosciences and Engineering 1 Foundations and Trends in Signal Processing all top 5 Fields 14 Information and communication theory, circuits (94-XX) 12 Statistics (62-XX) 5 Computer science (68-XX) 3 Dynamical systems and ergodic theory (37-XX) 3 Global analysis, analysis on manifolds (58-XX) 3 Probability theory and stochastic processes (60-XX) 3 Biology and other natural sciences (92-XX) 2 Numerical analysis (65-XX) 2 Systems theory; control (93-XX) 1 General and overarching topics; collections (00-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Measure and integration (28-XX) 1 Partial differential equations (35-XX) 1 Functional analysis (46-XX) 1 Operator theory (47-XX) 1 Manifolds and cell complexes (57-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 15 Publications have been cited 96 times in 67 Documents Cited by ▼ Year ▼ Learning the geometry of common latent variables using alternating-diffusion. Zbl 1394.94297 Lederman, Roy R.; Talmon, Ronen 17 2018 Parsimonious representation of nonlinear dynamical systems through manifold learning: a chemotaxis case study. Zbl 1390.68523 Dsilva, Carmeline J.; Talmon, Ronen; Coifman, Ronald R.; Kevrekidis, Ioannis G. 16 2018 Data-driven reduction for a class of multiscale fast-slow stochastic dynamical systems. Zbl 1353.37151 Dsilva, Carmeline J.; Talmon, Ronen; Gear, C. William; Coifman, Ronald R.; Kevrekidis, Ioannis G. 13 2016 Reconstruction of normal forms by learning informed observation geometries from data. Zbl 1407.62306 Yair, Or; Talmon, Ronen; Coifman, Ronald R.; Kevrekidis, Ioannis G. 11 2017 Parallel transport on the cone manifold of SPD matrices for domain adaptation. Zbl 1458.65051 Yair, Or; Ben-Chen, Mirela; Talmon, Ronen 6 2019 Manifold learning for latent variable inference in dynamical systems. Zbl 1394.94015 Talmon, Ronen; Mallat, Stéphane; Zaveri, Hitten; Coifman, Ronald R. 5 2015 Parametrization of linear systems using diffusion kernels. Zbl 1391.93278 Talmon, Ronen; Kushnir, Dan; Coifman, Ronald R.; Cohen, Israel; Gannot, Sharon 5 2012 Intrinsic modeling of stochastic dynamical systems using empirical geometry. Zbl 1345.94023 Talmon, Ronen; Coifman, Ronald R. 5 2015 Manifold learning with contracting observers for data-driven time-series analysis. Zbl 1414.94565 Shnitzer, Tal; Talmon, Ronen; Slotine, Jean-Jacques 4 2017 Latent common manifold learning with alternating diffusion: analysis and applications. Zbl 1441.62241 Talmon, Ronen; Wu, Hau-Tieng 4 2019 Recovering hidden components in multimodal data with composite diffusion operators. Zbl 1499.62463 Shnitzer, Tal; Ben-Chen, Mirela; Guibas, Leonidas; Talmon, Ronen; Wu, Hau-Tieng 4 2019 Local canonical correlation analysis for nonlinear common variables discovery. Zbl 1414.94699 Yair, Or; Talmon, Ronen 2 2017 Identifying preseizure state in intracranial EEG data using diffusion kernels. Zbl 1268.68144 Duncan, Dominique; Talmon, Ronen; Zaveri, Hitten P.; Coifman, Ronald R. 2 2013 Manifold learning for data-driven dynamical system analysis. Zbl 1453.93235 Shnitzer, Tal; Talmon, Ronen; Slotine, Jean-Jacques 1 2020 Mahalanobis distance informed by clustering. Zbl 1472.68145 Lahav, Almog; Talmon, Ronen; Kluger, Yuval 1 2019 Manifold learning for data-driven dynamical system analysis. Zbl 1453.93235 Shnitzer, Tal; Talmon, Ronen; Slotine, Jean-Jacques 1 2020 Parallel transport on the cone manifold of SPD matrices for domain adaptation. Zbl 1458.65051 Yair, Or; Ben-Chen, Mirela; Talmon, Ronen 6 2019 Latent common manifold learning with alternating diffusion: analysis and applications. Zbl 1441.62241 Talmon, Ronen; Wu, Hau-Tieng 4 2019 Recovering hidden components in multimodal data with composite diffusion operators. Zbl 1499.62463 Shnitzer, Tal; Ben-Chen, Mirela; Guibas, Leonidas; Talmon, Ronen; Wu, Hau-Tieng 4 2019 Mahalanobis distance informed by clustering. Zbl 1472.68145 Lahav, Almog; Talmon, Ronen; Kluger, Yuval 1 2019 Learning the geometry of common latent variables using alternating-diffusion. Zbl 1394.94297 Lederman, Roy R.; Talmon, Ronen 17 2018 Parsimonious representation of nonlinear dynamical systems through manifold learning: a chemotaxis case study. Zbl 1390.68523 Dsilva, Carmeline J.; Talmon, Ronen; Coifman, Ronald R.; Kevrekidis, Ioannis G. 16 2018 Reconstruction of normal forms by learning informed observation geometries from data. Zbl 1407.62306 Yair, Or; Talmon, Ronen; Coifman, Ronald R.; Kevrekidis, Ioannis G. 11 2017 Manifold learning with contracting observers for data-driven time-series analysis. Zbl 1414.94565 Shnitzer, Tal; Talmon, Ronen; Slotine, Jean-Jacques 4 2017 Local canonical correlation analysis for nonlinear common variables discovery. Zbl 1414.94699 Yair, Or; Talmon, Ronen 2 2017 Data-driven reduction for a class of multiscale fast-slow stochastic dynamical systems. Zbl 1353.37151 Dsilva, Carmeline J.; Talmon, Ronen; Gear, C. William; Coifman, Ronald R.; Kevrekidis, Ioannis G. 13 2016 Manifold learning for latent variable inference in dynamical systems. Zbl 1394.94015 Talmon, Ronen; Mallat, Stéphane; Zaveri, Hitten; Coifman, Ronald R. 5 2015 Intrinsic modeling of stochastic dynamical systems using empirical geometry. Zbl 1345.94023 Talmon, Ronen; Coifman, Ronald R. 5 2015 Identifying preseizure state in intracranial EEG data using diffusion kernels. Zbl 1268.68144 Duncan, Dominique; Talmon, Ronen; Zaveri, Hitten P.; Coifman, Ronald R. 2 2013 Parametrization of linear systems using diffusion kernels. Zbl 1391.93278 Talmon, Ronen; Kushnir, Dan; Coifman, Ronald R.; Cohen, Israel; Gannot, Sharon 5 2012 all cited Publications top 5 cited Publications all top 5 Cited by 152 Authors 14 Kevrekidis, Ioannis George 8 Talmon, Ronen 6 Wu, Hau-Tieng 4 Averbuch, Amir Z. 4 Brunton, Steven L. 4 Coifman, Ronald Raphaël 4 Dietrich, Felix 4 Kutz, J. Nathan 4 Salhov, Moshe 3 Guigui, Nicolas 3 Lindenbaum, Ofir 3 Marshall, Nicholas F. 3 Mishne, Gal 3 Pennec, Xavier 3 Siettos, Constantinos I. 2 Bermanis, Amit 2 Cloninger, Alexander 2 Dsilva, Carmeline J. 2 Ghanem, Roger G. 2 Giannakis, Dimitrios 2 Maggioni, Mauro 2 Murphy, James M. 2 Psarellis, Yorgos M. 2 Shnitzer, Tal 2 Soize, Christian 2 Wolf, Guy 1 Aizenbud, Yariv 1 Alaíz, Carlos M. 1 Ashwin, Peter 1 Askham, Travis 1 Banisch, Ralf 1 Bello-Rivas, Juan M. 1 Ben Chen, Mirela 1 Berry, Tyrus 1 Bittracher, Andreas 1 Boivin, Michael J. 1 Bollt, Erik M. 1 Calder, Jeff 1 Cameron, Maria Kourkina 1 Chen, Xiaoli 1 Cheng, Xiuyuan 1 Chi, Eric C. 1 Chiavazzo, Eliodoro 1 Cotter, Simon L. 1 Cowen, Lenore J. 1 Crabtree, Ellis R. 1 Črnjarić-Žic, Nelida 1 Czaja, Wojciech 1 Dai, Min 1 Daubechies, Ingrid Chantal 1 Dellnitz, Michael 1 Devkota, Kapil 1 dos Santos, Ketson R. M. 1 Doster, Timothy 1 Duan, Jinqiao 1 Duncan, Andrew B. 1 Evangelou, Nikolaos 1 Evans, Luke 1 Fabiani, Gianluca 1 Ferguson, Andrew L. 1 Fernández, Ángela 1 Fishelov, Dalia 1 Gaines, Brian J. 1 Galaris, Evangelos 1 Gao, Ting 1 Gear, Charles William 1 Gillard, Jonathan W. 1 Giovanis, Dimitris G. 1 Guibas, Leonidas John 1 Hesthaven, Jan S. 1 Hirn, Matthew J. 1 Hu, Xiaozhe 1 Hummel, Felix 1 Jiang, Lijian 1 Kaheman, Kadierdan 1 Karapetsas, George 1 Karrasch, Daniel 1 Katrutsa, Aleksandr 1 Keller, Johannes 1 Klus, Stefan 1 Kohli, Dhruv 1 Koltai, Péter 1 Kontolati, Katiana 1 Kooshkbaghi, Mahdi 1 Koronaki, Eleni D. 1 Kühn, Christian 1 Kutyniok, Gitta 1 Lee, Seungjoon 1 Lehmberg, Daniel 1 Lin, Chen-Yun 1 Liu, Gi-Ren 1 Lo, Yu-Lun 1 Loukrezis, Dimitrios 1 Lu, Yubin 1 Lusch, Bethany 1 Maćešić, Senka 1 Malik, John 1 Mangan, Niall M. 1 Martin-Linares, Cristina P. 1 Meilă, Marina ...and 52 more Authors all top 5 Cited in 34 Serials 11 Applied and Computational Harmonic Analysis 7 Journal of Nonlinear Science 6 Journal of Computational Physics 3 Chaos 3 Journal of Machine Learning Research (JMLR) 3 SIAM Journal on Mathematics of Data Science 2 European Journal of Applied Mathematics 2 Foundations of Computational Mathematics 2 SIAM/ASA Journal on Uncertainty Quantification 2 Proceedings of the Royal Society of London. A. Mathematical, Physical and Engineering Sciences 1 Inverse Problems 1 Journal of Fluid Mechanics 1 Journal of Mathematical Biology 1 Applied Mathematics and Computation 1 International Journal for Numerical Methods in Engineering 1 Numerische Mathematik 1 Circuits, Systems, and Signal Processing 1 Physica D 1 Journal of Scientific Computing 1 Machine Learning 1 Calculus of Variations and Partial Differential Equations 1 Nonlinear Dynamics 1 Data Mining and Knowledge Discovery 1 Stochastics and Dynamics 1 SIAM Journal on Applied Dynamical Systems 1 Multiscale Modeling & Simulation 1 Oberwolfach Reports 1 Journal of Statistical Theory and Practice 1 SIAM Journal on Imaging Sciences 1 Foundations and Trends in Machine Learning 1 Statistics and Computing 1 Journal of Computational Dynamics 1 Journal of Statistical Distributions and Applications 1 Pure and Applied Analysis all top 5 Cited in 26 Fields 27 Computer science (68-XX) 25 Statistics (62-XX) 21 Dynamical systems and ergodic theory (37-XX) 15 Numerical analysis (65-XX) 11 Partial differential equations (35-XX) 10 Probability theory and stochastic processes (60-XX) 6 Information and communication theory, circuits (94-XX) 5 Differential geometry (53-XX) 5 Systems theory; control (93-XX) 4 Biology and other natural sciences (92-XX) 3 Operator theory (47-XX) 3 Global analysis, analysis on manifolds (58-XX) 3 Fluid mechanics (76-XX) 2 General and overarching topics; collections (00-XX) 2 Linear and multilinear algebra; matrix theory (15-XX) 2 Measure and integration (28-XX) 2 Calculus of variations and optimal control; optimization (49-XX) 2 Manifolds and cell complexes (57-XX) 2 Statistical mechanics, structure of matter (82-XX) 1 Combinatorics (05-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Functional analysis (46-XX) 1 Mechanics of particles and systems (70-XX) 1 Classical thermodynamics, heat transfer (80-XX) 1 Geophysics (86-XX) 1 Operations research, mathematical programming (90-XX) Citations by Year