Gunnar E. Carlsson

Publication Activity (10 Years)

Years Active: 1985-2021
Publications (10 Years): 17

Top Topics

Hierarchical Clustering

Directed Networks

Top Venues

SIAM J. Appl. Algebra Geom.

Int. J. Comput. Vis.

Publications

Gunnar E. Carlsson, Facundo Mémoli, Santiago Segarra
Robust Hierarchical Clustering for Directed Networks: An Axiomatic Approach. CoRR (2021)
Gunnar E. Carlsson, Facundo Mémoli, Santiago Segarra
Robust Hierarchical Clustering for Directed Networks: An Axiomatic Approach. SIAM J. Appl. Algebra Geom. 5 (4) (2021)
Sharon Zhou, Eric Zelikman, Fred Lu, Andrew Y. Ng, Gunnar E. Carlsson, Stefano Ermon
Evaluating the Disentanglement of Deep Generative Models through Manifold Topology. ICLR (2021)
Leo Carlsson, Mikael Vejdemo-Johansson, Gunnar E. Carlsson, Pär G. Jönsson
Fibers of Failure: Classifying Errors in Predictive Processes. Algorithms 13 (6) (2020)
Gunnar E. Carlsson, Anjan Dwaraknath, Bradley J. Nelson
Persistent and Zigzag Homology: A Matrix Factorization Viewpoint. CoRR (2019)
Rickard Brüel Gabrielsson, Bradley J. Nelson, Anjan Dwaraknath, Primoz Skraba, Leonidas J. Guibas, Gunnar E. Carlsson
A Topology Layer for Machine Learning. CoRR (2019)
Rickard Brüel Gabrielsson, Gunnar E. Carlsson
Exposition and Interpretation of the Topology of Neural Networks. ICMLA (2019)
Gunnar E. Carlsson, Rickard Brüel Gabrielsson
Topological Approaches to Deep Learning. CoRR (2018)
Leo Carlsson, Gunnar E. Carlsson, Mikael Vejdemo-Johansson
Fibres of Failure: Classifying errors in predictive processes. CoRR (2018)
Rickard Brüel Gabrielsson, Gunnar E. Carlsson
A look at the topology of convolutional neural networks. CoRR (2018)
Gunnar E. Carlsson, Facundo Mémoli, Alejandro Ribeiro, Santiago Segarra
Hierarchical clustering of asymmetric networks. Adv. Data Anal. Classif. 12 (1) (2018)
Gunnar E. Carlsson, Facundo Mémoli, Alejandro Ribeiro, Santiago Segarra
Admissible Hierarchical Clustering Methods and Algorithms for Asymmetric Networks. IEEE Trans. Signal Inf. Process. over Networks 3 (4) (2017)
Jacek Skryzalin, Gunnar E. Carlsson
Numeric invariants from multidimensional persistence. J. Appl. Comput. Topol. 1 (1) (2017)
Gunnar E. Carlsson, Facundo Mémoli, Alejandro Ribeiro, Santiago Segarra
Excisive Hierarchical Clustering Methods for Network Data. CoRR (2016)
Gunnar E. Carlsson, Boris Goldfarb
On modules over infinite group rings. Int. J. Algebra Comput. 26 (3) (2016)
Gunnar E. Carlsson, Facundo Mémoli, Alejandro Ribeiro, Santiago Segarra
Hierarchical Clustering of Asymmetric Networks. CoRR (2016)
Gunnar E. Carlsson, Facundo Mémoli, Alejandro Ribeiro, Santiago Segarra
Admissible Hierarchical Clustering Methods and Algorithms for Asymmetric Networks. CoRR (2016)
Henry Adams, Gunnar E. Carlsson
Evasion paths in mobile sensor networks. Int. J. Robotics Res. 34 (1) (2015)
Jose A. Perea, Gunnar E. Carlsson
A Klein-Bottle-Based Dictionary for Texture Representation. Int. J. Comput. Vis. 107 (1) (2014)
Jacek Skryzalin, Gunnar E. Carlsson
Numeric Invariants from Multidimensional Persistence. CoRR (2014)
Gunnar E. Carlsson, Facundo Mémoli, Alejandro Ribeiro, Santiago Segarra
Hierarchical Quasi-Clustering Methods for Asymmetric Networks. CoRR (2014)
Gunnar E. Carlsson, Facundo Mémoli, Alejandro Ribeiro, Santiago Segarra
Hierarchical Quasi-Clustering Methods for Asymmetric Networks. ICML (2014)
Gunnar E. Carlsson, Facundo Mémoli, Alejandro Ribeiro, Santiago Segarra
Axiomatic Construction of Hierarchical Clustering in Asymmetric Networks CoRR (2013)
Gunnar E. Carlsson, Facundo Mémoli, Alejandro Ribeiro, Santiago Segarra
Axiomatic construction of hierarchical clustering in asymmetric networks. ICASSP (2013)
Gunnar E. Carlsson, Facundo Mémoli, Alejandro Ribeiro, Santiago Segarra
Hierarchical clustering methods and algorithms for asymmetric networks. ACSSC (2013)
Chen Gu, Huang-Wei Chang, Lutz Maibaum, Vijay S. Pande, Gunnar E. Carlsson, Leonidas J. Guibas
Building Markov state models with solvent dynamics. BMC Bioinform. 14 (S-2) (2013)
Gunnar E. Carlsson, Facundo Mémoli
Classifying Clustering Schemes. Found. Comput. Math. 13 (2) (2013)
Gunnar E. Carlsson, Facundo Mémoli, Alejandro Ribeiro, Santiago Segarra
Alternative axiomatic constructions for hierarchical clustering of asymmetric networks. GlobalSIP (2013)
Yu. Dabaghian, Facundo Mémoli, Loren M. Frank, Gunnar E. Carlsson
A Topological Paradigm for Hippocampal Spatial Map Formation Using Persistent Homology. PLoS Comput. Biol. 8 (8) (2012)
Andrew Tausz, Gunnar E. Carlsson
Applications of Zigzag Persistence to Topological Data Analysis CoRR (2011)
Andrew Tausz, Gunnar E. Carlsson
Homological Coordinatization CoRR (2011)
Gunnar E. Carlsson, Facundo Mémoli
Classifying Clustering Schemes CoRR (2010)
Gunnar E. Carlsson, Vin de Silva
Zigzag Persistence. Found. Comput. Math. 10 (4) (2010)
Gunnar E. Carlsson, Facundo Mémoli
Characterization, Stability and Convergence of Hierarchical Clustering Methods. J. Mach. Learn. Res. 11 (2010)
Gunnar E. Carlsson, Gurjeet Singh, Afra Zomorodian
Computing Multidimensional Persistence. J. Comput. Geom. 1 (1) (2010)
Xuhui Huang, Yuan Yao, Gregory R. Bowman, Jian Sun, Leonidas J. Guibas, Gunnar E. Carlsson, Vijay S. Pande
Constructing Multi-Resolution Markov State Models (MSMs) to Elucidate RNA Hairpin Folding Mechanisms. Pacific Symposium on Biocomputing (2010)
Gunnar E. Carlsson, Afra Zomorodian
The Theory of Multidimensional Persistence. Discret. Comput. Geom. 42 (1) (2009)
Gunnar E. Carlsson, Vin de Silva, Dmitriy Morozov
Zigzag persistent homology and real-valued functions. SCG (2009)
Henry Adams, Gunnar E. Carlsson
On the Nonlinear Statistics of Range Image Patches. SIAM J. Imaging Sci. 2 (1) (2009)
Gunnar E. Carlsson, Gurjeet Singh, Afra Zomorodian
Computing Multidimensional Persistence. ISAAC (2009)
Michael W. Mahoney, Lek-Heng Lim, Gunnar E. Carlsson
Algorithmic and Statistical Challenges in Modern Large-Scale Data Analysis are the Focus of MMDS 2008 CoRR (2008)
Gunnar E. Carlsson, Vin de Silva
Zigzag Persistence CoRR (2008)
Michael W. Mahoney, Lek-Heng Lim, Gunnar E. Carlsson
Algorithmic and statistical challenges in modern largescale data analysis are the focus of MMDS 2008. SIGKDD Explor. 10 (2) (2008)
Arian Maleki, Gunnar E. Carlsson
ε-entropy of piecewise polynomial functions and tree partitioning compression. ICASSP (2008)
Arian Maleki, Morteza Shahram, Gunnar E. Carlsson
A near optimal coder for image geometry with adaptive partitioning. ICIP (2008)
Gunnar E. Carlsson, Tigran Ishkhanov, Vin de Silva, Afra Zomorodian
On the Local Behavior of Spaces of Natural Images. Int. J. Comput. Vis. 76 (1) (2008)
Afra Zomorodian, Gunnar E. Carlsson
Localized homology. Comput. Geom. 41 (3) (2008)
Afra Zomorodian, Gunnar E. Carlsson
Localized Homology. Shape Modeling International (2007)
Gunnar E. Carlsson, Afra Zomorodian
The theory of multidimensional persistence. SCG (2007)
Gurjeet Singh, Facundo Mémoli, Gunnar E. Carlsson
Topological Methods for the Analysis of High Dimensional Data Sets and 3D Object Recognition. PBG@Eurographics (2007)
Erik Carlsson, Gunnar E. Carlsson, Vin de Silva
An Algebraic Topological Method for Feature Identification. Int. J. Comput. Geom. Appl. 16 (4) (2006)
Afra Zomorodian, Gunnar E. Carlsson
Computing Persistent Homology. Discret. Comput. Geom. 33 (2) (2005)
Gunnar E. Carlsson, Afra Zomorodian, Anne D. Collins, Leonidas J. Guibas
Persistence Barcodes for Shapes. Int. J. Shape Model. 11 (2) (2005)
Gunnar E. Carlsson, Vin de Silva
A geometric framework for sparse matrix problems. Adv. Appl. Math. 33 (1) (2004)
Anne D. Collins, Afra Zomorodian, Gunnar E. Carlsson, Leonidas J. Guibas
A barcode shape descriptor for curve point cloud data. Comput. Graph. 28 (6) (2004)
Gunnar E. Carlsson, Afra Zomorodian, Anne D. Collins, Leonidas J. Guibas
Persistence Barcodes for Shapes. Symposium on Geometry Processing (2004)
Afra Zomorodian, Gunnar E. Carlsson
Computing persistent homology. SCG (2004)
Anne D. Collins, Afra Zomorodian, Gunnar E. Carlsson, Leonidas J. Guibas
A Barcode Shape Descriptor for Curve Point Cloud Data. PBG (2004)
Vin de Silva, Gunnar E. Carlsson
Topological estimation using witness complexes. PBG (2004)
Lowell Campbell, Gunnar E. Carlsson, Michael J. Dinneen, Vance Faber, Michael R. Fellows, Michael A. Langston, James W. Moore, Andrew P. Mullhaupt, Harlan B. Sexton
Small Diameter Symmetric Networks from Linear Groups. IEEE Trans. Computers 41 (2) (1992)
Gunnar E. Carlsson, J. E. Cruthirds, Harlan B. Sexton, C. G. Wright
Interconnection Networks Based on a Generalization of Cube-Connected Cycles. IEEE Trans. Computers 34 (8) (1985)