no code implementations • 21 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.
1 code implementation • 27 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.
no code implementations • 27 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.
no code implementations • 9 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.