Search Results for author: Cooper Stansbury

Found 4 papers, 1 papers with code

Hypergraph Analysis Toolbox for Chromosome Conformation

no code implementations21 Nov 2022 Joshua Pickard, Can Chen, Rahmy Salman, Cooper Stansbury, Sion Kim, Amit Surana, Anthony Bloch, Indika Rajapakse

Recent advances in biological technologies, such as multi-way chromosome conformation capture (3C), require development of methods for analysis of multi-way interactions.

RAILS: A Robust Adversarial Immune-inspired Learning System

1 code implementation27 Jun 2021 Ren Wang, Tianqi Chen, Stephen Lindsly, Cooper Stansbury, Alnawaz Rehemtulla, Indika Rajapakse, Alfred Hero

Initializing a population of exemplars that is balanced across classes, RAILS starts from a uniform label distribution that encourages diversity and uses an evolutionary optimization process to adaptively adjust the predictive label distribution in a manner that emulates the way the natural immune system recognizes novel pathogens.

Adversarial Defense Adversarial Robustness +2

Immuno-mimetic Deep Neural Networks (Immuno-Net)

no code implementations27 Jun 2021 Ren Wang, Tianqi Chen, Stephen Lindsly, Cooper Stansbury, Indika Rajapakse, Alfred Hero

This immuno-mimetic model leads to a new computational biology framework for robustification of deep neural networks against adversarial attacks.

Image Classification

Understanding Memory B Cell Selection

no code implementations9 Dec 2020 Stephen Lindsly, Maya Gupta, Cooper Stansbury, Indika Rajapakse

However, memory B cells appear to be purposely selected earlier in the affinity maturation process and have lower affinity.

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