Chris Peterson

69 papers A* 2A 1B 2C 2Misc 2Journal 40Unranked 20

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Granular Grassmannian Clustering Framework via the Schubert Variety of Best Fit. CoRR Karim Salta, Michael Kirby, Chris Peterson
2024	J	`jnl`	Integrating geometries of ReLU feedforward neural networks. Frontiers Big Data Yajing Liu, Turgay Caglar, Chris Peterson, Michael Kirby
2023	J	`jnl`	An algorithm for computing Schubert varieties of best fit with applications. Frontiers Artif. Intell. Karim Karimov, Michael Kirby, Chris Peterson
2023	J	`jnl`	Exploring fMRI RDMs: enhancing model robustness through neurobiological data. Frontiers Comput. Sci. William Pickard, Kelsey Sikes, Huma Jamil, Nicholas Chaffee, Nathaniel Blanchard, Michael Kirby, Chris Peterson
2023	J	`jnl`	Leveraging linear mapping for model-agnostic adversarial defense. Frontiers Comput. Sci. Huma Jamil, Yajing Liu, Nathaniel Blanchard, Michael Kirby, Chris Peterson
2023	J	`jnl`	Locally linear attributes of ReLU neural networks. Frontiers Artif. Intell. Benjamin Sattelberg, Renzo Cavalieri, Michael Kirby, Chris Peterson, J. Ross Beveridge
2023	J	`jnl`	ReLU Neural Networks, Polyhedral Decompositions, and Persistent Homolog. CoRR Yajing Liu, Christina M. Cole, Chris Peterson, Michael Kirby
2023	—	`conf`	ReLU Neural Networks, Polyhedral Decompositions, and Persistent Homology. TAG-ML Yajing Liu, Christina M. Cole, Chris Peterson, Michael Kirby
2022	J	`jnl`	Self-organizing mappings on the flag manifold with applications to hyper-spectral image data analysis. Neural Comput. Appl. Xiaofeng Ma, Michael Kirby, Chris Peterson
2022	A*	`conf`	The Flag Median and FlagIRLS. CVPR Nathan Mankovich, Emily J. King, Chris Peterson, Michael Kirby
2022	J	`jnl`	The Flag Median and FlagIRLS. CoRR Nathan Mankovich, Emily J. King, Chris Peterson, Michael Kirby
2021	Misc	`conf`	Excess intersections and numerical irreducible decompositions. SYNASC Daniel J. Bates, David Eklund, Jonathan D. Hauenstein, Chris Peterson
2021	J	`jnl`	Supporting Massive DLRM Inference Through Software Defined Memory. CoRR Ehsan K. Ardestani, Changkyu Kim, Seung Jae Lee, Luoshang Pan, Valmiki Rampersad, Jens Axboe, Banit Agrawal, Fuxun Yu, Ansha Yu, Trung Le, Hector Yuen, Shishir Juluri, Akshat Nanda, Manoj Wodekar, Dheevatsa Mudigere, Krishnakumar Nair, Maxim Naumov, Chris Peterson, Mikhail Smelyanskiy, Vijay Rao
2021	—	`conf`	The Flag Manifold as a Tool for Analyzing and Comparing Sets of Data Sets. ICCVW Xiaofeng Ma, Michael Kirby, Chris Peterson
2020	J	`jnl`	Locally Linear Attributes of ReLU Neural Networks. CoRR Benjamin Sattelberg, Renzo Cavalieri, Michael Kirby, Chris Peterson, J. Ross Beveridge
2020	B	`conf`	On the apolar algebra of a product of linear forms. ISSAC Michael DiPasquale, Zachary Flores, Chris Peterson
2020	J	`jnl`	Self-organizing mappings on the Grassmannian with applications to data analysis in high dimensions. Neural Comput. Appl. Xiaofeng Ma, Michael Kirby, Chris Peterson, Louis Scharf
2020	—	`conf`	Simple Camera-to-2D-LiDAR Calibration Method for General Use. ISVC (2) Andrew H. Palmer, Chris Peterson, Janelle Blankenburg, David Feil-Seifer, Monica N. Nicolescu
2020	J	`jnl`	The flag manifold as a tool for analyzing and comparing data sets. CoRR Xiaofeng Ma, Michael Kirby, Chris Peterson
2019	—	`conf`	A Walk Through Spectral Bands: Using Virtual Reality to Better Visualize Hyperspectral Data. WSOM+ Henry Kvinge, Michael Kirby, Chris Peterson, Chad Eitel, Tod Clapp
2019	J	`jnl`	A data-driven approach to sampling matrix selection for compressive sensing. CoRR Elin Farnell, Henry Kvinge, John P. Dixon, Julia R. Dupuis, Michael Kirby, Chris Peterson, Elizabeth C. Schundler, Christian W. Smith
2019	J	`jnl`	More chemical detection through less sampling: amplifying chemical signals in hyperspectral data cubes through compressive sensing. CoRR Henry Kvinge, Elin Farnell, Julia R. Dupuis, Michael Kirby, Chris Peterson, Elizabeth C. Schundler
2019	J	`jnl`	Motion Segmentation via Generalized Curvatures. IEEE Trans. Pattern Anal. Mach. Intell. Robert T. Arn, Pradyumna Narayana, Tegan Emerson, Bruce A. Draper, Michael Kirby, Chris Peterson
2019	—	`conf`	Self-Organizing Mappings on the Flag Manifold. WSOM+ Xiaofeng Ma, Michael Kirby, Chris Peterson
2019	—	`conf`	Subspace Quantization on the Grassmannian. WSOM+ Shannon Stiverson, Michael Kirby, Chris Peterson
2018	C	`conf`	A GPU-Oriented Algorithm Design for Secant-Based Dimensionality Reduction. ISPDC Henry Kvinge, Elin Farnell, Michael Kirby, Chris Peterson
2018	J	`jnl`	A GPU-Oriented Algorithm Design for Secant-Based Dimensionality Reduction. CoRR Henry Kvinge, Elin Farnell, Michael Kirby, Chris Peterson
2018	—	`conf`	Endmember Extraction on the Grassmannian. DSW Elin Farnell, Henry Kvinge, Michael Kirby, Chris Peterson
2018	J	`jnl`	Endmember Extraction on the Grassmannian. CoRR Elin Farnell, Henry Kvinge, Michael Kirby, Chris Peterson
2018	—	`conf`	Manifold Curvature From Covariance Analysis. SSP Javier Álvarez-Vizoso, Michael Kirby, Chris Peterson
2018	J	`jnl`	Monitoring the shape of weather, soundscapes, and dynamical systems: a new statistic for dimension-driven data analysis on large data sets. CoRR Henry Kvinge, Elin Farnell, Michael Kirby, Chris Peterson
2018	—	`conf`	Monitoring the shape of weather, soundscapes, and dynamical systems: a new statistic for dimension-driven data analysis on large datasets. IEEE BigData Henry Kvinge, Elin Farnell, Michael Kirby, Chris Peterson
2018	J	`jnl`	Numerical polar calculus and cohomology of line bundles. Adv. Appl. Math. Sandra Di Rocco, David Eklund, Chris Peterson
2018	—	`conf`	Too many secants: a hierarchical approach to secant-based dimensionality reduction on large data sets. HPEC Henry Kvinge, Elin Farnell, Michael Kirby, Chris Peterson
2018	J	`jnl`	Too many secants: a hierarchical approach to secant-based dimensionality reduction on large data sets. CoRR Henry Kvinge, Elin Farnell, Michael Kirby, Chris Peterson
2017	J	`jnl`	Analyzing Challenges to Library Materials: An Incomplete Picture. Public Libr. Q. Shannon M. Oltmann, Chris Peterson, Emily J. M. Knox
2017	—	`conf`	Constrained subspace estimation via convex optimization. EUSIPCO Ignacio Santamaría, Javier Vía, Michael Kirby, Tim Marrinan, Chris Peterson, Louis Scharf
2017	J	`jnl`	Persistence Images: A Stable Vector Representation of Persistent Homology. J. Mach. Learn. Res. Henry Adams, Tegan Emerson, Michael Kirby, Rachel Neville, Chris Peterson, Patrick D. Shipman, Sofya Chepushtanova, Eric M. Hanson, Francis C. Motta, Lori Ziegelmeier
2017	Misc	`conf`	Sparse Locally Linear Embedding. ICCS Lori Ziegelmeier, Michael Kirby, Chris Peterson
2017	J	`jnl`	Stratifying High-Dimensional Data Based on Proximity to the Convex Hull Boundary. SIAM Rev. Lori Ziegelmeier, Michael Kirby, Chris Peterson
2017	—	`conf`	Visualizing data sets on the Grassmannian using self-organizing mappings. WSOM Michael Kirby, Chris Peterson
2016	—	`conf`	An order fitting rule for optimal subspace averaging. SSP Ignacio Santamaría, Louis L. Scharf, Chris Peterson, Michael Kirby, Joseph M. Francos
2016	J	`jnl`	Nerve Complexes of Circular Arcs. Discret. Comput. Geom. Michal Adamaszek, Henry Adams, Florian Frick, Chris Peterson, Corrine Previte-Johnson
2016	—	`conf`	Persistent Homology on Grassmann Manifolds for Analysis of Hyperspectral Movies. CTIC Sofya Chepushtanova, Michael Kirby, Chris Peterson, Lori Ziegelmeier
2016	J	`jnl`	Persistent Homology on Grassmann Manifolds for Analysis of Hyperspectral Movies. CoRR Sofya Chepushtanova, Michael Kirby, Chris Peterson, Lori Ziegelmeier
2016	—	`conf`	Reduced dimension estimators in matched subspace detection. WHISPERS Tegan Emerson, Michael Kirby, Chris Peterson, Louis Scharf
2016	J	`jnl`	Stratifying High Dimensional Data Based on Proximity to the Convex Hull Boundary. CoRR Lori Ziegelmeier, Michael Kirby, Chris Peterson
2015	C	`conf`	An application of persistent homology on Grassmann manifolds for the detection of signals in hyperspectral imagery. IGARSS Sofya Chepushtanova, Michael Kirby, Chris Peterson, Lori Ziegelmeier
2015	J	`jnl`	Persistence Images: An Alternative Persistent Homology Representation. CoRR Sofya Chepushtanova, Tegan Emerson, Eric M. Hanson, Michael Kirby, Francis C. Motta, Rachel Neville, Chris Peterson, Patrick D. Shipman, Lori Ziegelmeier
2015	J	`jnl`	The max-length-vector line of best fit to a set of vector subspaces and an optimization problem over a set of hyperellipsoids. Numer. Linear Algebra Appl. Daniel J. Bates, Brent R. Davis, Michael Kirby, Justin Marks, Chris Peterson
2014	J	`jnl`	Comparison of probabilistic algorithms for analyzing the components of an affine algebraic variety. Appl. Math. Comput. Daniel J. Bates, Wolfram Decker, Jonathan D. Hauenstein, Chris Peterson, Gerhard Pfister, Frank-Olaf Schreyer, Andrew J. Sommese, Charles W. Wampler
2014	A*	`conf`	Finding the Subspace Mean or Median to Fit Your Need. CVPR Tim Marrinan, Bruce A. Draper, J. Ross Beveridge, Michael Kirby, Chris Peterson
2014	J	`jnl`	Perturbed homotopies for finding all isolated solutions of polynomial systems. Appl. Math. Comput. Daniel J. Bates, Brent R. Davis, David Eklund, Eric M. Hanson, Chris Peterson
2013	J	`jnl`	Computing intersection numbers of Chern classes. J. Symb. Comput. Daniel J. Bates, David Eklund, Chris Peterson
2013	—	`conf`	Flag Manifolds for the Characterization of Geometric Structure in Large Data Sets. ENUMATH Tim Marrinan, J. Ross Beveridge, Bruce A. Draper, Michael Kirby, Chris Peterson
2013	J	`jnl`	Recovering Exact Results from Inexact Numerical Data in Algebraic Geometry. Exp. Math. Daniel J. Bates, Jonathan D. Hauenstein, Timothy M. McCoy, Chris Peterson, Andrew J. Sommese
2012	—	`conf`	An enterprise-wide approach to GIG internet protocol multicast. MILCOM Bruce Bennett, Chris Peterson, Dan Gilbert, Emre Ertekin, John Herbert, John Kim
2012	J	`jnl`	Locally Linear Embedding Clustering Algorithm for Natural Imagery CoRR Lori Ziegelmeier, Michael Kirby, Chris Peterson
2012	—	`conf`	On the Strengthening of Topological Signals in Persistent Homology through Vector Bundle Based Maps. CCCG Eric M. Hanson, Francis C. Motta, Chris Peterson, Lori Ziegelmeier
2011	J	`jnl`	Chern numbers of smooth varieties via homotopy continuation and intersection theory. J. Symb. Comput. Sandra Di Rocco, David Eklund, Chris Peterson, Andrew J. Sommese
2009	J	`jnl`	A Numerical Local Dimension Test for Points on the Solution Set of a System of Polynomial Equations. SIAM J. Numer. Anal. Daniel J. Bates, Jonathan D. Hauenstein, Chris Peterson, Andrew J. Sommese
2009	J	`jnl`	Principal Angles Separate Subject Illumination Spaces in YDB and CMU-PIE. IEEE Trans. Pattern Anal. Mach. Intell. J. Ross Beveridge, Bruce A. Draper, Jen-Mei Chang, Michael Kirby, Holger Kley, Chris Peterson
2008	J	`jnl`	Ramsey regions. Discret. Math. Chris Frederick, Chris Peterson
2007	—	`conf`	Recognition of Digital Images of the Human Face at Ultra Low Resolution Via Illumination Spaces. ACCV (2) Jen-Mei Chang, Michael Kirby, Holger Kley, Chris Peterson, Bruce A. Draper, J. Ross Beveridge
2006	J	`jnl`	A numerical-symbolic algorithm for computing the multiplicity of a component of an algebraic set. J. Complex. Daniel J. Bates, Chris Peterson, Andrew J. Sommese
2006	—	`conf`	Illumination Face Spaces Are Idiosyncratic. IPCV Jen-Mei Chang, J. Ross Beveridge, Bruce A. Draper, Michael Kirby, Holger Kley, Chris Peterson
2006	B	`conf`	Implementation of Kumar's correspondence. ISSAC Hirotachi Abo, Chris Peterson
2004	J	`jnl`	A symbolic test for ( J. Symb. Comput. Juan Migliore, Chris Peterson
1997	A	`conf`	Implementing a Performance Forecasting System for Metacomputing The Network Weather Service. SC Richard Wolski, Neil Spring, Chris Peterson