David Uminsky

According to our database, David Uminsky authored at least 18 papers between 2007 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Reliance on metrics is a fundamental challenge for AI.

Rachel L. Thomas, David Uminsky

Patterns, 2022

OMGMO: Original Multi-modal Dataset of Genetically Modified Organisms in African Agriculture.

Daniel Grzenda, Trevor Spreadbury, Joeva Rock, Brian Dowd-Uribe, David Uminsky

Proceedings of the Social Informatics - 13th International Conference, 2022

2021

Toward Automatic Mammography Auditing via Universal Language Model Fine Tuning.

Tahir Bachar Issa, David Uminsky, A. Shaw, R. Makipour, Ross W. Filice

Proceedings of the 22nd IEEE International Conference on Information Reuse and Integration for Data Science, 2021

2020

The Problem with Metrics is a Fundamental Problem for AI.

Rachel L. Thomas, David Uminsky

CoRR, 2020

Lumáwig: An Efficient Algorithm for Dimension Zero Bottleneck Distance Computation in Topological Data Analysis.

Paul Samuel Ignacio, Jay-Anne Bulauan, David Uminsky

Algorithms, 2020

Video-rate acquisition fluorescence microscopy via generative adversarial networks.

Tahir Bachar Issa, C. Vinegoni, A. Shaw, P. F. Feruglio, Ralph Weissleder, David Uminsky

Proceedings of the 20th IEEE International Conference on Bioinformatics and Bioengineering, 2020

2019

Classification of Single-Lead Electrocardiograms: TDA Informed Machine Learning.

Paul Samuel Ignacio, Christopher Dunstan, Esteban Escobar, Luke Trujillo, David Uminsky

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

Detecting Higher Order Genomic Variant Interactions with Spectral Analysis.

David Uminsky, Mario Banuelos, Lillian González-Albino, Rosa Garza, Sylvia Akueze Nwakanma

Proceedings of the 27th European Signal Processing Conference, 2019

2018

A Non-iterative Parallelizable Eigenbasis Algorithm for Johnson Graphs.

Jackson Abascal, Amadou Bah, Mario Banuelos, David Uminsky, Olivia Vasquez

CoRR, 2018

2017

The power of A/B testing under interference.

James D. Wilson, David T. Uminsky

CoRR, 2017

2014

Data science as an undergraduate degree.

Paul E. Anderson, James W. McGuffee, David Uminsky

Proceedings of the 45th ACM Technical Symposium on Computer Science Education, 2014

2013

Multiclass Total Variation Clustering.

Xavier Bresson, Thomas Laurent, David Uminsky, James H. von Brecht

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

2012

A Generalized Birkhoff-Rott Equation for Two-dimensional Active Scalar Problems.

Hui Sun, David Uminsky, Andrea L. Bertozzi

SIAM J. Appl. Math., 2012

On Soccer Balls and Linearized Inverse Statistical Mechanics.

James H. von Brecht, David Uminsky

J. Nonlinear Sci., 2012

A multi-moment vortex method for 2D viscous fluids.

David Uminsky, C. Eugene Wayne, Alethea B. T. Barbaro

J. Comput. Phys., 2012

Convergence and Energy Landscape for Cheeger Cut Clustering.

Xavier Bresson, Thomas Laurent, David Uminsky, James H. von Brecht

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

2009

Generalized Helmholtz-Kirchhoff Model for Two-Dimensional Distributed Vortex Motion.

Raymond J. Nagem, Guido V. H. Sandri, David Uminsky, C. Eugene Wayne

SIAM J. Appl. Dyn. Syst., 2009

2007

Unbounded Regions of Infinitely Logconcave Sequences.

David Uminsky, Karen A. Yeats

Electron. J. Comb., 2007