21 citations
10 papers
Proximity-induced equilibrium supercurrent and perfect superconducting diode effect due to band asymmetry
Pavan Hosur, Daniel Palacios
We theoretically investigate the consequences of proximity-induced conventional superconductivity in metals that break time-reversal and inversion symmetries through their energy d…
Fast and Interpretable Consensus Clustering via Minipatch Learning
Luqin Gan, Genevera I. Allen
Consensus clustering has been widely used in bioinformatics and other applications to improve the accuracy, stability and reliability of clustering results. This approach ensembles…
MP-Boost: Minipatch Boosting via Adaptive Feature and Observation Sampling
Mohammad Taha Toghani, Genevera I. Allen
Boosting methods are among the best general-purpose and off-the-shelf machine learning approaches, gaining widespread popularity. In this paper, we seek to develop a boosting metho…
Integrative Generalized Convex Clustering Optimization and Feature Selection for Mixed Multi-View Data
Minjie Wang, Genevera I. Allen
In mixed multi-view data, multiple sets of diverse features are measured on the same set of samples. By integrating all available data sources, we seek to discover common group str…
Genomic Region Detection via Spatial Convex Clustering
John Nagorski, Genevera I. Allen
Several modern genomic technologies, such as DNA-Methylation arrays, measure spatially registered probes that number in the hundreds of thousands across multiplechromosomes. The me…
Gamma synchronization of the hippocampal spatial map---topological model
Edward Basso, Mamiko Arai, Yuri Dabaghian
The mammalian hippocampus plays a principal role in producing a cognitive map of space---an internalized representation of the animal's environment. The neuronal mechanisms produci…