David Uminsky

Publication Activity (10 Years)

Years Active: 2007-2021
Publications (10 Years): 9

Top Topics

Multiclass Problems

Statistical Mechanics

Regularization Methods

Top Venues

J. Comput. Phys.

J. Nonlinear Sci.

Publications

T. B. Issa, David Uminsky, A. Shaw, R. Makipour, Ross W. Filice
Toward Automatic Mammography Auditing via Universal Language Model Fine Tuning. IRI (2021)
T. B. Issa, C. Vinegoni, A. Shaw, P. F. Feruglio, Ralph Weissleder, David Uminsky
Video-rate acquisition fluorescence microscopy via generative adversarial networks. BIBE (2020)
Paul Samuel Ignacio, Jay-Anne Bulauan, David Uminsky
Lumáwig: An Efficient Algorithm for Dimension Zero Bottleneck Distance Computation in Topological Data Analysis. Algorithms 13 (11) (2020)
Rachel Thomas, David Uminsky
The Problem with Metrics is a Fundamental Problem for AI. CoRR (2020)
Paul Samuel Ignacio, Jay-Anne Bulauan, David Uminsky
LUMÁWIG: An Efficient Algorithm for Dimension Zero Bottleneck Distance Computation in Topological Data Analysis. CoRR (2020)
Paul Samuel Ignacio, Christopher Dunstan, Esteban Escobar, Luke Trujillo, David Uminsky
Classification of Single-Lead Electrocardiograms: TDA Informed Machine Learning. ICMLA (2019)
Paul Samuel Ignacio, David Uminsky, Christopher Dunstan, Esteban Escobar, Luke Trujillo
Classification of Single-lead Electrocardiograms: TDA Informed Machine Learning. CoRR (2019)
David Uminsky, Mario Banuelos, Lillian González-Albino, Rosa Garza, Sylvia Akueze Nwakanma
Detecting Higher Order Genomic Variant Interactions with Spectral Analysis. EUSIPCO (2019)
Jackson Abascal, Amadou Bah, Mario Banuelos, David Uminsky, Olivia Vasquez
A Non-iterative Parallelizable Eigenbasis Algorithm for Johnson Graphs. CoRR (2018)
Paul Anderson, James W. McGuffee, David Uminsky
Data science as an undergraduate degree. SIGCSE (2014)
Xavier Bresson, Thomas Laurent, David Uminsky, James H. von Brecht
Multiclass Total Variation Clustering. CoRR (2013)
Xavier Bresson, Thomas Laurent, David Uminsky, James H. von Brecht
Multiclass Total Variation Clustering. NIPS (2013)
David Uminsky, C. Eugene Wayne, Alethea B. T. Barbaro
A multi-moment vortex method for 2D viscous fluids. J. Comput. Phys. 231 (4) (2012)
James H. von Brecht, David Uminsky
On Soccer Balls and Linearized Inverse Statistical Mechanics. J. Nonlinear Sci. 22 (6) (2012)
Hui Sun, David Uminsky, Andrea L. Bertozzi
A Generalized Birkhoff-Rott Equation for Two-dimensional Active Scalar Problems. SIAM J. Appl. Math. 72 (1) (2012)
Xavier Bresson, Thomas Laurent, David Uminsky, James H. von Brecht
Convergence and Energy Landscape for Cheeger Cut Clustering. NIPS (2012)
Raymond J. Nagem, Guido V. H. Sandri, David Uminsky, C. Eugene Wayne
Generalized Helmholtz-Kirchhoff Model for Two-Dimensional Distributed Vortex Motion. SIAM J. Appl. Dyn. Syst. 8 (1) (2009)
David Uminsky, Karen A. Yeats
Unbounded Regions of Infinitely Logconcave Sequences. Electron. J. Comb. 14 (1) (2007)