EL GATO Lab - Publications

Interpretable fake news detection with topic and deep variational models

Marjan Hosseini, Alireza Javadian Sabet, Suining He, Derek Aguiar

Online Social Networks and Media · 01 Jul 2023

Deep statistical modelling of nanopore sequencing translocation times reveals latent non-B DNA structures

Marjan Hosseini, Aaron Palmer, William Manka, Patrick G S Grady, Venkata Patchigolla, Jinbo Bi, Rachel J O’Neill, Zhiyi Chi, Derek Aguiar

ISMB and Bioinformatics · 01 Jun 2023

computational biology machine learning

Smooth and Stepwise Self-Distillation for Object Detection

Jieren Deng, Xin Zhou, Hao Tian, Zhihong Pan, Derek Aguiar

ICIP · 01 Mar 2023

machine learning computer vision

Auto-Encoding Goodness of Fit

Aaron Palmer, Zhiyi Chi, Derek Aguiar, Jinbo Bi

ICLR · 01 Feb 2023

machine learning computer vision

GBSD: Generative Bokeh with Stage Diffusion

Jieren Deng, Xin Zhou, Hao Tian, Zhihong Pan, Derek Aguiar

arXiv · 01 Jan 2023

machine learning computer vision

Evaluating molecular fingerprint-based models of drug side effects against a statistical control

Berk A. Alpay, Mark Gosink, Derek Aguiar

Drug Discovery Today · 01 Nov 2022

computational biology

Autoregressive Modeling of Utility Customer Outages with Deep Neural Networks

Kingsley Udeh, David W. Wanik, Diego Cerrai, Derek Aguiar, Emmanouil Anagnostou

2022 IEEE 12th Annual Computing and Communication Workshop and Conference (CCWC) · 26 Jan 2022

machine learning time series outage prediction

AtheroSpectrum Reveals Novel Macrophage Foam Cell Gene Signatures Associated With Atherosclerotic Cardiovascular Disease Risk

Chuan Li, Lili Qu, Alyssa J. Matz, Patrick A. Murphy, Yongmei Liu, Ani W. Manichaikul, Derek Aguiar, Stephen S. Rich, David M. Herrington, David Vu, W. Craig Johnson, Jerome I. Rotter, Wendy S. Post, Anthony T. Vella, Annabelle Rodriguez-Oquendo, Beiyan Zhou

Circulation · 18 Jan 2022

computational biology machine learning immunology

Bayesian Reconstruction and Differential Testing of Excised mRNA

Marjan Hosseini, Devin McConnell, Derek Aguiar

arXiv · 01 Jan 2022

computational biology machine learning algorithms

Case-level prediction of motion outcomes in civil litigation

Devin J. McConnell, James Zhu, Sachin Pandya, Derek Aguiar

Proceedings of the Eighteenth International Conference on Artificial Intelligence and Law · 21 Jun 2021

machine learning law

Differentially methylated regions and methylation QTLs for teen depression and early puberty in the Fragile Families Child Wellbeing Study

Roberta De Vito, Isabella N Grabski, Derek Aguiar, Lisa M Schneper, Archit N Verma, Juan E Castillo-Fernandez, Colter Mitchell, Jordana Tzenova Bell, Sara McLanahan, Daniel A Notterman, Barbara E Engelhardt

Cold Spring Harbor Laboratory · 21 May 2021

computational biology