San Diego Convention Center
San Diego, California, United States
6 - 10 August 2017
Conference 10394
Wavelets and Sparsity XVII
Sunday - Wednesday 6 - 9 August 2017
Conference
Committee
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Conference Chairs
Program Committee
Program Committee continued...
  • Mathews Jacob, The Univ. of Iowa (United States)
  • Gitta Kutyniok, Technische Univ. Berlin (Germany)
  • Demetrio Labate, Univ. of Houston (United States)
  • Fernanda Laezza, The Univ. of Texas Medical Branch (United States)
  • Jean-Christophe Olivo-Marin, Institut Pasteur (France)
  • Audrey Repetti, Heriot-Watt Univ. (United Kingdom)
  • Naoki Saito, Univ. of California, Davis (United States)
  • Michael Unser, Ecole Polytechnique Fédérale de Lausanne (Switzerland)
  • Yves Wiaux, Heriot-Watt Univ. (United Kingdom)
  • Jong Chul Ye, KAIST (Korea, Republic of)

Sunday 6 August Show All Abstracts
Welcome and Introduction
Sunday 6 August 2017
9:10 AM - 9:20 AM

Session Chairs: Yue M. Lu, Harvard Univ. (United States); Dimitri Van De Ville, Ecole Polytechnique Fédérale de Lausanne (Switzerland) and Univ. of Geneva (Switzerland); Manos Papadakis, Univ. of Houston (United States)
Session 1:
Computational Bioimaging
Sunday 6 August 2017
9:20 AM - 10:20 AM
Compressive hyperspectral time-resolved wide-field fluorescence lifetime imaging
Paper 10394-1
Author(s): Xavier Intes, Rensselaer Polytechnic Institute (United States)
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Recovering higher-dimensional image data using multiplexed structured illumination
Paper 10394-2
Author(s): Guoan Zheng, Univ. of Connecticut (United States)
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A sparsity-based simplification method for segmentation of spectral-domain optical coherence tomography images
Paper 10394-3
Author(s): William Meiniel, Institut Pasteur (France), Télécom ParisTech (France); Jean-Christophe Olivo-Marin, Institut Pasteur (France); Elsa D. Angelini, Télécom ParisTech (France), Imperial College London (United Kingdom)
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Session 2:
Unconventional Optical Imaging
Sunday 6 August 2017
10:50 AM - 12:10 PM
Direct and indirect photon pathway imaging: an information-theoretic perspective
Paper 10394-4
Author(s): Amit Ashok, Liang-Chih Huang, Eric W. Clarkson, The Univ. of Arizona (United States); Sumanta Pattanaik, Univ. of Central Florida (United States)
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Computational memory-effect imaging
Paper 10394-5
Author(s): Michael E. Gehm, Joel A. Greenberg, Xiaohan Li, Duke Univ. (United States)
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Photon-efficient super-resolution laser radar
Paper 10394-6
Author(s): Dongeek Shin, Jeffrey H. Shapiro, Massachusetts Institute of Technology (United States); Vivek K. Goyal, Boston Univ. (United States)
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Itertative back-projection techniques for non-line-of-sight imaging
Paper 10394-7
Author(s): Marco La Manna, Eric C. Breitbach, Jonathan Jackson, Fiona Kine, Andreas Velten, Univ. of Wisconsin-Madison (United States)
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Lunch Break 12:10 PM - 1:30 PM
Session 3:
Neuroimaging Data Analytics
Sunday 6 August 2017
1:30 PM - 3:30 PM
Riemannian multi-manifold modeling and clustering in brain networks
Paper 10394-8
Author(s): Konstantinos Slavakis, Shiva Salsabilian, David S. Wack, Sarah F. Muldoon, Henry E. Baidoo-Williams, Univ. at Buffalo (United States); Jean M. Vettel, U.S. Army Research Lab. (United States); Matthew Cieslak, Scott T. Grafton, Univ. of California, Santa Barbara (United States)
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Probing the dynamics of resting-state cortical activities via wide field Ca+2 imaging in GCaMP6 transgenic mice
Paper 10394-9
Author(s): Li Zhu, Christian Lee, David Margolis, Laleh Najafizadeh, Rutgers, The State Univ. of New Jersey (United States)
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MR correlation spectroscopic imaging of multidimensional exponential decays: probing microstructure with diffusion and relaxation
Paper 10394-10
Author(s): Daeun Kim, Justin P. Haldar, The Univ. of Southern California (United States)
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A regularized clustering approach to brain parcellation from functional MRI data
Paper 10394-11
Author(s): Keith Dillon, Yu-Ping Wang, Tulane Univ. (United States)
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Joint fMRI analysis and subject clustering using sparse dictionary learning
Paper 10394-12
Author(s): Seung-Jun Kim, Univ. of Maryland, Baltimore County (United States)
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Detecting brain dynamics during resting state: a tensor based evolutionary clustering approach
Paper 10394-13
Author(s): Esraa Al-sharoa, Mahmood Al-Khassaweneh, Selin Aviyente, Michigan State Univ. (United States)
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Session 4:
Imaging and Inverse Problems
Sunday 6 August 2017
4:00 PM - 5:40 PM
Optimal transport-based dictionary learning and its application to PSF field interpolation
Paper 10394-14
Author(s): Morgan A. Schmitz, CEA-Ctr. de SACLAY (France); Matthieu Heitz, Lab. d'InfoRmatique en Image et Systèmes d'information, Ctr. National de la Recherche Scientifique (France), Univ. de Lyon 1 (France); Nicolas Bonneel, Univ. de Lyon 1 (France), Lab. d'InfoRmatique en Image et Systèmes d'information, Ctr. National de la Recherche Scientifique (France); Fred-Maurice Ngolè-Mboula, CEA-Ctr. de SACLAY (France); David Coeurjolly, Univ. de Lyon 1 (France), Lab. d'InfoRmatique en Image et Systèmes d'information, Ctr. National de la Recherche Scientifique (France); Marco Cuturi, École Nationale de la Statistique et de l'Administration Économique (France), Ctr. de Recerche en Économie et Statistique, Univ. Paris-Saclay (France); Gabriel Peyré, Ecole Normale Supérieure (France); Jean-Luc Starck, CEA-Ctr. de SACLAY (France)
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Localization of multiple sound sources in a room by one microphone
Paper 10394-15
Author(s): Helena Peic Tukuljac, Hervé Lissek, Pierre Vandergheynst, Ecole Polytechnique Fédérale de Lausanne (Switzerland)
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Limited memory trust-region methods for sparse relaxation
Paper 10394-16
Author(s): Lasith Adhikari, Univ. of California, Merced (United States); Jennifer B. Erway, Shelby Lockhart, Wake Forest Univ. (United States); Marcia F. Roummel, Univ. of California, Merced (United States)
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Underwater object classification using scattering transform of sonar signals
Paper 10394-17
Author(s): David Weber, Naoki Saito, Univ. of California, Davis (United States)
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Non-convex Shannon entropy for photon-limited imaging
Paper 10394-18
Author(s): Lasith Adhikari, Marcia F. Roummel, Univ. of California, Merced (United States)
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Session HTop:
Technology Hot Topics: How Optics and Photonics Drive Innovation
Sunday 6 August 2017
6:00 PM - 7:50 PM

6:00 pm to 6:10 pm: Welcome and Opening Remarks

6:10 pm to 6:30 pm: Quantum devices, Cesare Soci, Nanyang Technological Univ. (Singapore)

6:30 pm to 6:50 pm: Wearables/implantables: graphene electronic tattoo sensors, Nanshu Lu, Univ. of Texas at Austin (USA)

6:50 pm to 7:10 pm: AR/VR, Scott McEldowney, Oculus (USA)

7:10 pm to 7:30 pm: Solar fuels, Tanja Cuk, Univ. of California, Berkeley (USA)

7:30 pm to 7:50 pm: Autonomous vehicles, James G. Watzin, Director of NASA's Mars Exploration Program (USA)
Monday 7 August Show All Abstracts
Session 5:
Applied Harmonic Analysis I
Monday 7 August 2017
8:30 AM - 10:10 AM
Binary channel codes with decoding by linear programming
Paper 10394-19
Author(s): Bernhard G. Bodmann, Univ. of Houston (United States)
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Finding the closest probabilistic Parseval frame
Paper 10394-20
Author(s): Desai Cheng, Univ. of Missouri (United States); Kasso A. Okoudjou, Univ. of Maryland, College Park (United States)
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Characterizing Grassmannian frames with a generalized simplex bound
Paper 10394-21
Author(s): John Haas, Univ. of Missouri (United States); Bernhard G. Bodmann, Univ. of Houston (United States)
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Equiangular tight frames from association schemes
Paper 10394-22
Author(s): John Jasper, Univ. of Cincinnati (United States)
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Optimal approximation by sparse deep neural networks
Paper 10394-23
Author(s): Philipp Grohs, Technische Univ. Wien (Austria); Gitta Kutyniok, Philipp Petersen, Technische Univ. Berlin (Germany)
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Session 6:
Mathematical Data Analysis and Frame Theory I
Monday 7 August 2017
10:40 AM - 12:00 PM
Phase retrieval
Paper 10394-24
Author(s): Peter G. Casazza, Tin Tran, Univ. of Missouri (United States)
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Methods for localized regression using graph Laplacians
Paper 10394-25
Author(s): Alexander Cloninger, Yale Univ. (United States)
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Harmonic equi-chordal and equi-isoclinic tight fusion frames
Paper 10394-26
Author(s): Matthew Fickus, Air Force Institute of Technology (United States); John Jasper, Univ. of Cincinnati (United States); Dustin G. Mixon, Cody E. Watson, Air Force Institute of Technology (United States)
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Soft recovery
Paper 10394-27
Author(s): Axel Flinth, Technische Univ. Berlin (Germany)
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Lunch Break 12:00 PM - 1:30 PM
Session 7:
Keynote Session I
Monday 7 August 2017
1:30 PM - 2:10 PM
  • Session Chair:
  • Yue M. Lu, Harvard Univ. (United States)
Speeding up sparse signal recovery using sparse-graph codes (Keynote Presentation)
Paper 10394-74
Author(s): Kannan Ramchandran, Univ. of California, Berkeley (United States)
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Session 8:
Applied Harmonic Analysis II
Monday 7 August 2017
2:10 PM - 3:10 PM
Optimal packings of many lines
Paper 10394-28
Author(s): John Haas, Univ. of Missouri (United States); Nathaniel Hammen, Dustin G. Mixon, Air Force Institute of Technology (United States)
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Utilizing persistence diagrams for data analysis
Paper 10394-29
Author(s): Joshua Mike, Andrew Marchese, The Univ. of Tennessee, Knoxville (United States); Vasileios Maroulas, The Univ. of Tennessee Knoxville (United States)
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Phase retrieval from localized two-dimensional measurements
Paper 10394-30
Author(s): Mark Iwen, Michigan State Univ. (United States); Brian Preskitt, Rayan Saab, Univ. of California, San Diego (United States); Aditya Viswanathan, Michigan State Univ. (United States)
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Session 9:
Directional and Scattering Transforms in Neuroscience Imaging
Monday 7 August 2017
3:40 PM - 5:40 PM
  • Session Chairs:
  • Fernanda Laezza, The Univ. of Texas Medical Branch (United States) ;
  • Demetrio Labate, Univ. of Houston (United States) ;
  • Manos Papadakis, Univ. of Houston (United States)
Shearlet-based regularization in limited data and sparse tomography
Paper 10394-31
Author(s): Tatiana A. Bubba, Samuli Siltanen, Matti Lassas, Univ. of Helsinki (Finland)
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Detecting neuronal activity from calcium imaging data using FRI methods
Paper 10394-32
Author(s): Stephanie Reynolds, Jon Oñativia, Simon R. Schultz, Pier Luigi Dragotti, Imperial College London (United Kingdom)
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GASPACHO: a generic automatic solver using proximal algorithms for convex huge optimization problems
Paper 10394-33
Author(s): Bart Goossens, Hiêp Q. Luong, Wilfried Philips, Univ. Gent (Belgium)
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Adaptive windowing and windowless approaches to estimate dynamic functional brain connectivity
Paper 10394-34
Author(s): Maziar Yaesoubi, Vince D. Calhoun, The Mind Research Network (United States)
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Wavelet scattering transforms and machine learning for many particle systems
Paper 10394-35
Author(s): Matthew Hirn, Michigan State Univ. (United States)
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Exploring neuronal synapses with directional filters with small support
Paper 10394-36
Author(s): Nikolaos Karantzas, Demetrio Labate, Manos Papadakis, Univ. of Houston (United States)
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Tuesday 8 August Show All Abstracts
Session 10:
Mathematical Data Analysis and Frame Theory II
Tuesday 8 August 2017
8:30 AM - 10:10 AM
Edge-augmented Fourier partial sums with applications to Magnetic Resonance Imaging (MRI)
Paper 10394-37
Author(s): Mark Iwen, Aditya Viswanathan, Michigan State Univ. (United States); Jade Larriva-Latt, Wellesley College (United States); Angela Morrison, Albion College (United States); Alison Radgowski, Goucher College (United States); Joseph Tobin, Univ. of Virginia (United States)
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Reconstruction of finite-valued sparse signals
Paper 10394-38
Author(s): Sandra Keiper, Technische Univ. Berlin (Germany)
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Online approaches to sparse inference
Paper 10394-39
Author(s): Deanna M. Needell, Claremont McKenna College (United States)
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De-biasing one-step matrix completion
Paper 10394-40
Author(s): Yaniv Plan, The Univ. of British Columbia (Canada)
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Energy decay in deep convolutional neural networks
Paper 10394-41
Author(s): Thomas Wiatowski, ETH Zürich (Switzerland)
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Session 11:
Applied Harmonic Analysis III
Tuesday 8 August 2017
10:40 AM - 12:00 PM
Low-rank tensor recovery via TT-ALS
Paper 10394-42
Author(s): Zeljka Stojanac, Univ. zu Köln (Germany); Daniel Suess, Institut für Theoretische Physik, Univ. zu Köln (Germany); Martin Kliesch, Univ. of Gdańsk (Poland); David Gross, Institut für Theoretische Physik, Univ. zu Köln (Germany)
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Framed frames for data frames
Paper 10394-43
Author(s): Nathaniel Strawn, Georgetown Univ. (United States)
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You can have it all: rapid, robust, and rigorous algorithms for bilinear problems in signal processing and communications
Paper 10394-44
Author(s): Thomas Strohmer, Univ. of California, Davis (United States)
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A polynomial-time relaxation of the Gromov-Hausdorff distance
Paper 10394-45
Author(s): Soledad Villar, The Univ. of Texas at Austin (United States); Afonso S. Bandeira, New York Univ. (United States); Andrew Blumberg, Rachel A. Ward, The Univ. of Texas at Austin (United States)
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Lunch/Exhibition Break 12:00 PM - 1:30 PM
Session Plen:
Signal, Image, and Data Processing Plenary Session
Tuesday 8 August 2017
1:30 PM - 2:30 PM
Fast automated 3D modeling of building interiors (Plenary Presentation)
Paper 10395-500
Author(s): Avideh Zakhor, Univ. of California, Berkeley (United States)
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Session 12:
Mathematical Data Analysis and Frame Theory III
Tuesday 8 August 2017
2:40 PM - 3:40 PM
Structured sparse recovery with sparse sensing matrices
Paper 10394-46
Author(s): Bubacarr Bah, African Institute for Mathematical Sciences (South Africa), Stellenbosch Univ. (South Africa)
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Blind demixing and deconvolution with noisy data at near optimal rate
Paper 10394-47
Author(s): Dominik Stöger, Technische Univ. München (Germany); Peter Jung, Technische Univ. Berlin (Germany); Felix Krahmer, Technische Univ. München (Germany)
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High-dimensional analysis of iterative algorithms for robust low-rank subspace learning
Paper 10394-48
Author(s): Chuang Wang, Yue M. Lu, Harvard Univ. (United States)
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Session 13:
Theory and Applications of Structured Low-Rank Matrix Completion
Tuesday 8 August 2017
4:00 PM - 6:00 PM
  • Session Chairs:
  • Jong Chul Ye, KAIST (Korea, Republic of) ;
  • Mathews Jacob, The Univ. of Iowa (United States)
Convex relaxations of spectral sparsity for robust super-resolution and line spectrum estimation
Paper 10394-49
Author(s): Yuejie Chi, The Ohio State Univ. (United States)
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Convolution framelets: a patch-based local-nonlocal signal representation
Paper 10394-50
Author(s): Rujie Yin, Ingrid C. Daubechies, Duke Univ. (United States)
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2D phaseless super-resolution
Paper 10394-51
Author(s): Myung Cho, The Univ. of Iowa (United States); Christos Thramboulidis, Massachusetts Institute of Technology (United States); Babak Hassibi, California Institute of Technology (United States); Weiyu Xu, The Univ. of Iowa (United States)
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Recovery of continuous domain piecewise smooth images: theory, algorithms, and applications
Paper 10394-52
Author(s): Mathews Jacob, The Univ. of Iowa (United States); Gregory Ongie, Univ. of Michigan (United States); Sampurna Biswas, The Univ. of Iowa (United States), Univ. of Michigan (United States); Arvind Balachandrasekaran, The Univ. of Iowa (United States)
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Joint sparse recovery using annihilating filter-based low-rank Hankel matrix
Paper 10394-53
Author(s): Jong Chul Ye, KAIST (Korea, Republic of)
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Fast and provable algorithms for spectrally sparse signal reconstruction via low-rank Hankel matrix completion
Paper 10394-54
Author(s): Jian-Feng Cai, Hong Kong Univ. of Science and Technology (Hong Kong, China)
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Wednesday 9 August Show All Abstracts
Session 14:
Optimization and Sparse Inverse Problems I
Wednesday 9 August 2017
8:20 AM - 10:00 AM
  • Session Chairs:
  • Audrey Repetti, Heriot-Watt Univ. (United Kingdom) ;
  • Yves Wiaux, Heriot-Watt Univ. (United Kingdom)
Noise and outlier tolerance of RobustPhaseMax
Paper 10394-55
Author(s): Paul Hand, Rice Univ. (United States); Thang Huynh, Univ. of California, San Diego (United States)
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Comparison of sampling strategies for 3D scene reconstruction from sparse multispectral lidar waveforms
Paper 10394-56
Author(s): Yoann Altmann, Rachael Tobin, Ximing Ren, Aongus McCarthy, Gerald S. Buller, Stephen McLaughlin, Heriot-Watt Univ. (United Kingdom)
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Semidefinite programming relaxations for inverse scattering, blind deconvolution, and matrix completion
Paper 10394-57
Author(s): Augustin Cosse, New York Univ. (United States)
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Faster PET reconstruction with a stochastic primal-dual hybrid gradient method
Paper 10394-58
Author(s): Matthias J. Ehrhardt, Univ. of Cambridge (United Kingdom); Pawel J. Markiewicz, Univ. College London (United Kingdom); Peter Richtárik, The Univ. of Edinburgh (United Kingdom); Antonin Chambolle, Ecole Polytechnique (France); Carola-Bibiane Schoenlieb, Univ. of Cambridge (United Kingdom)
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Low-rank representations for seismic data
Paper 10394-59
Author(s): Felix J. Herrmann, The Univ. of British Columbia (Canada)
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Session 15:
Keynote Session II
Wednesday 9 August 2017
10:30 AM - 11:10 AM
Sketchy decisions: convex optimization with optimal storage (Keynote Presentation)
Paper 10394-75
Author(s): Joel A. Tropp, California Institute of Technology (United States)
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Session 16:
Data Representation with Graphs and Multi-Scale Processing, Application to fMRI Brain Connectivity I
Wednesday 9 August 2017
11:10 AM - 12:30 PM
  • Session Chairs:
  • Sophie Achard, Gipsa-lab (France) ;
  • Pierre Borgnat, Lab. de Physique (France)
Local stationarity of graph signals: insights and experiments
Paper 10394-60
Author(s): Benjamin Girault, Shrikanth S. Narayanan, Antonio Ortega, The Univ. of Southern California (United States)
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Multiscale space-frequency analysis of functions defined on directed graphs
Paper 10394-61
Author(s): Harry Sevi, Ecole Normale Supérieure de Lyon (France), Commissariat à l'Énergie Atomique (France); Gabriel Rilling, Commissariat à l'Énergie Atomique (France); Pierre Borgnat, Ecole Normale Supérieure de Lyon (France)
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Extending classical multirate signal processing theory to graphs
Paper 10394-62
Author(s): Oguzhan Teke, Palghat P. Vaidyanathan, California Institute of Technology (United States)
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Semi-parametric, parametric, and possibly sparse models for multivariate long-range dependence
Paper 10394-63
Author(s): Vladas Pipiras, The Univ. of North Carolina at Chapel Hill (United States); Stefanos Kechagias, SAS Institute Inc. (United States); Changryong Baek, Sungkyunkwan Univ. (Korea, Republic of)
Show Abstract
Lunch/Exhibition Break 12:30 PM - 2:10 PM
Session 17:
Optimization and Sparse Inverse Problems II
Wednesday 9 August 2017
2:10 PM - 3:30 PM
  • Session Chairs:
  • Audrey Repetti, Heriot-Watt Univ. (United Kingdom) ;
  • Yves Wiaux, Heriot-Watt Univ. (United Kingdom)
Reweighting with guarantees
Paper 10394-64
Author(s): Joao Mota, Heriot-Watt Univ. (United Kingdom)
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A proximal Hamiltonian Monte Carlo algorithm: theory, method, and algorithm
Paper 10394-65
Author(s): Marcelo Pereyra, Heriot-Watt Univ. (United Kingdom)
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Recovery guarantees for low complexity models
Paper 10394-66
Author(s): Samuel Vaiter, Univ. De Bourgogne (France), Ctr. National de la Recherche Scientifique (France)
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Non-convex blind deconvolution approach for sparse image processing
Paper 10394-67
Author(s): Audrey Repetti, Yves Wiaux, Heriot-Watt Univ. (United Kingdom)
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Session 18:
Data Representation with Graphs and Multi-Scale Processing, Application to fMRI Brain Connectivity II
Wednesday 9 August 2017
4:00 PM - 5:00 PM
  • Session Chairs:
  • Sophie Achard, Gipsa-lab (France) ;
  • Pierre Borgnat, Lab. de Physique (France)
Analytic wavelets for multivariate time series analysis
Paper 10394-68
Author(s): Irène Gannaz, Institut National des Sciences Appliquées de Lyon (France); Sophie Achard, Ctr. National de la Recherche Scientifique (France); Marianne Clausel, Univ. Grenoble Alpes (France); François Roueff, Télécom ParisTech (France)
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Dominant co-activation patterns to analyze voxel-wise dynamic functional connectivity of resting-state fMRI
Paper 10394-69
Author(s): Maria Giulia Preti, Dimitri Van De Ville, Ecole Polytechnique Fédérale de Lausanne (Switzerland)
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Change point detection in covariance/network structures
Paper 10394-70
Author(s): Yi Yu, Univ. of Bristol (United Kingdom)
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Session 19:
Multiscale Analysis
Wednesday 9 August 2017
5:00 PM - 6:00 PM
  • Session Chair:
  • Yue M. Lu, Harvard Univ. (United States)
Adaptive synchrosqueezing based on a quilted short-time Fourier transform
Paper 10394-71
Author(s): Alexander Berrian, Naoki Saito, Univ. of California, Davis (United States)
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Coupling wavelets and non-stationary Gaussian process models for the reconstruction of highly heterogeneous data
Paper 10394-72
Author(s): Sébastien Marmin, Jean Baccou, Institut de Radioprotection et de Surete Nucleaire (France); Jacques Liandrat, Ecole Centrale Marseille (France), Institut de Mathématiques de Marseille (France); David Ginsbourger, Idiap Research Institute, Ecole Polytechnique Fédérale de Lausanne (Switzerland), Univ. Bern (Switzerland)
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Affine shear tight frames with two-layer structure
Paper 10394-73
Author(s): Zhihua Che, Xiaosheng Zhuang, City Univ. of Hong Kong (Hong Kong, China)
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