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Jakob Hansen
Jakob Hansen
Visiting Assistant Professor, Ohio State University
Verified email at osu.edu - Homepage
Title
Cited by
Cited by
Year
Toward a spectral theory of cellular sheaves
J Hansen, R Ghrist
Journal of Applied and Computational Topology 3 (4), 315-358, 2019
952019
Opinion dynamics on discourse sheaves
J Hansen, R Ghrist
SIAM Journal on Applied Mathematics 81 (5), 2033-2060, 2021
542021
Sheaf Neural Networks
J Hansen, T Gebhart
arXiv preprint arXiv:2012.06333, 2020
282020
Non-negatively constrained least squares and parameter choice by the residual periodogram for the inversion of electrochemical impedance spectroscopy data
JK Hansen, JD Hogue, GK Sander, RA Renaut, SC Popat
Journal of Computational and Applied Mathematics 278, 52-74, 2015
262015
Learning Sheaf Laplacians from Smooth Signals
J Hansen, R Ghrist
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
172019
Laplacians of Cellular Sheaves: Theory and Applications
J Hansen
University of Pennsylvania, 2020
132020
Distributed Optimization with Sheaf Homological Constraints
J Hansen, R Ghrist
2019 57th Annual Allerton Conference on Communication, Control, and …, 2019
112019
Efficient estimation of regularization parameters via downsampling and the singular value expansion: Downsampling regularization parameter estimation
RA Renaut, M Horst, Y Wang, D Cochran, J Hansen
BIT Numerical Mathematics 57, 499-529, 2017
112017
Consistency constraints for overlapping data clustering
J Culbertson, DP Guralnik, J Hansen, PF Stiller
arXiv preprint arXiv:1608.04331, 2016
62016
Expansion in matrix-weighted graphs
J Hansen
Linear Algebra and its Applications 630, 252-273, 2021
52021
Multidimensional persistence module classification via lattice-theoretic convolutions
H Riess, J Hansen, R Ghrist
arXiv preprint arXiv:2011.14057, 2020
32020
A gentle introduction to sheaves on graphs
J Hansen
32020
A Cosheaf Theory of Reciprocal Figures: Planar and Higher Genus Graphic Statics
Z Cooperband, R Ghrist, J Hansen
arXiv preprint arXiv:2311.12946, 2023
22023
Knowledge Sheaves: A Sheaf-Theoretic Framework for Knowledge Graph Embedding
T Gebhart, J Hansen, P Schrater
International Conference on Artificial Intelligence and Statistics, 9094-9116, 2023
22023
From Connections to Relationships with Cellular Sheaves
J Hansen
SIAM Workshop on Network Science, 2019
12019
Downsampling for efficient parameter choice in ill-posed deconvolution problems
JK Hansen
12015
Resolution Arguments for the Estimation of Regularization Parameters in the Solution of Ill-Posed Problems
J Hansen, M Horst, R Renaut
Householder Symposium XIX June 8-13, Spa Belgium, 190, 0
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Articles 1–17