Mario Banuelos

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 20

Top Topics

Signal Recovery

Negative Binomial

Ancestor Descendant

Recommendation Systems

Top Venues

Publications

Mohammed Aburidi, Mario Banuelos, Suzanne Sindi, Roummel F. Marcia
Genetic Variant Detection Over Generations: Sparsity-Constrained Optimization Using Block-Coordinate Descent. MeMeA (2023)
Sarah Garner, Mario Banuelos, Emma Andrade, Nicholas Tom
Recommendation and Clustering Methods for Quantifying Genomic Signal Interactions. ISPA (2023)
Andrew Lazar, Mario Banuelos, Suzanne Sindi, Roummel F. Marcia
Novel structural variant genome detection in extended pedigrees through negative binomial optimization. ACSCC (2021)
Mario Banuelos, Marissa Hernandez
A Recommendation Systems Approach for Detecting Epistasis in Genomic Signals. APSIPA ASC (2021)
Melissa Spence, Mario Banuelos, Roummel F. Marcia, Suzanne Sindi
Genomic Signal Processing for Variant Detection in Diploid Parent-Child Trios. EUSIPCO (2020)
Mario Banuelos, Omar DeGuchy, Suzanne Sindi, Roummel F. Marcia
Related Inference: A Supervised Learning Approach to Detect Signal Variation in Genome Data. EUSIPCO (2020)
Erica Sawyer, Mario Banuelos, Roummel F. Marcia, Suzanne Sindi
A Neural Network Approach for Anomaly Detection in Genomic Signals. APSIPA (2020)
Andrew Lazar, Mario Banuelos, Suzanne Sindi, Roummel F. Marcia
Detecting novel genomic structural variants through negative binomial optimization. ACSSC (2020)
Omar DeGuchy, Fabian Santiago, Mario Banuelos, Roummel F. Marcia
Deep Neural Networks for Low-resolution Photon-limited Imaging. ICASSP (2019)
Melissa Spence, Mario Banuelos, Roummel F. Marcia, Suzanne Sindi
Predicting Novel and Inherited Variants in Parent-Child Trios. MeMeA (2019)
David Uminsky, Mario Banuelos, Lillian González-Albino, Rosa Garza, Sylvia Akueze Nwakanma
Detecting Higher Order Genomic Variant Interactions with Spectral Analysis. EUSIPCO (2019)
Mario Banuelos, Suzanne Sindi, Roummel F. Marcia
Negative Binomial Optimization for Biomedical Structural Variant Signal Reconstruction. ICASSP (2018)
Melissa Spence, Mario Banuelos, Roummel F. Marcia, Suzanne Sindi
Detecting Novel Structural Variants In Genomes By Leveraging Parent-Child Relatedness. BIBM (2018)
Jackson Abascal, Amadou Bah, Mario Banuelos, David Uminsky, Olivia Vasquez
A Non-iterative Parallelizable Eigenbasis Algorithm for Johnson Graphs. CoRR (2018)
Mario Banuelos, Suzanne Sindi, Roummel F. Marcia
Structural Variant Prediction in Extended Pedigrees Through Sparse Negative Binomial Genome Signal Recovery. EMBC (2018)
Mario Banuelos, Lasith Adhikari, Rubi Almanza, Andrew Fujikawa, Jonathan Sahagun, Katharine Sanderson, Melissa Spence, Suzanne Sindi, Roummel F. Marcia
Nonconvex regularization for sparse genomic variant signal detection. MeMeA (2017)
Mario Banuelos, Lasith Adhikari, Rubi Almanza, Andrew Fujikawa, Jonathan Sahagun, Katharine Sanderson, Melissa Spence, Suzanne Sindi, Roummel F. Marcia
Sparse diploid spatial biosignal recovery for genomic variation detection. MeMeA (2017)
Mario Banuelos, Rubi Almanza, Lasith Adhikari, Roummel F. Marcia, Suzanne Sindi
Constrained variant detection with SPaRC: Sparsity, parental relatedness, and coverage. EMBC (2016)
Mario Banuelos, Rubi Almanza, Lasith Adhikari, Suzanne Sindi, Roummel F. Marcia
Sparse signal recovery methods for variant detection in next-generation sequencing data. ICASSP (2016)
Mario Banuelos, Rubi Almanza, Lasith Adhikari, Roummel F. Marcia, Suzanne Sindi
Sparse genomic structural variant detection: Exploiting parent-child relatedness for signal recovery. SSP (2016)