Derek Aguiar

30 papers A* 1B 4C 1Misc 3Journal 18Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Bayesian reconstruction and differential testing of excised introns.
Bioinform.
Marjan Hosseini, Devin J. McConnell, Derek Aguiar
2025 B conf
Certifying Adapters: Enabling and Enhancing the Certification of Classifier Adversarial Robustness.
IJCNN
Jieren Deng, Hanbin Hong, Aaron Palmer, Xin Zhou, Jinbo Bi, Kaleel Mahmood, Yuan Hong, Derek Aguiar
2025 J jnl
Graph-based multi-modal MRI analysis with probabilistic attention for stroke lesion detection.
Neurocomputing
Luis Mercado-Diaz, Derek Aguiar, Hugo F. Posada-Quintero
2024 J jnl
Certifying Adapters: Enabling and Enhancing the Certification of Classifier Adversarial Robustness.
CoRR
Jieren Deng, Hanbin Hong, Aaron Palmer, Xin Zhou, Jinbo Bi, Kaleel Mahmood, Yuan Hong, Derek Aguiar
2024 J jnl
Distilling Adversarial Robustness Using Heterogeneous Teachers.
CoRR
Jieren Deng, Aaron Palmer, Rigel Mahmood, Ethan Rathbun, Jinbo Bi, Kaleel Mahmood, Derek Aguiar
2024 Misc conf
GBSD: Generative Bokeh with Stage Diffusion.
ICASSP
Jieren Deng, Xin Zhou, Hao Tian, Zhihong Pan, Derek Aguiar
2024 J jnl
Probabilistic Storm and Electric Utility Customer Outage Prediction.
IEEE Access
Kingsley Udeh, David W. Wanik, Diego Cerrai, Emmanouil N. Anagnostou, Derek Aguiar
2023 A* conf
Auto-Encoding Goodness of Fit.
ICLR
Aaron Palmer, Zhiyi Chi, Derek Aguiar, Jinbo Bi
2023 J jnl
Deep statistical modelling of nanopore sequencing translocation times reveals latent non-B DNA structures.
Bioinform.
Marjan Hosseini, Aaron Palmer, William Manka, Patrick G. S. Grady, Venkata Patchigolla, Jinbo Bi, Rachel J. O'Neill, Zhiyi Chi, Derek Aguiar
2023 J jnl
GBSD: Generative Bokeh with Stage Diffusion.
CoRR
Jieren Deng, Xin Zhou, Hao Tian, Zhihong Pan, Derek Aguiar
2023 J jnl
Improving Opioid Use Disorder Risk Modelling through Behavioral and Genetic Feature Integration.
CoRR
Sybille Légitime, Kaustubh Prabhu, Devin J. McConnell, Bing Wang, Dipak K. Dey, Derek Aguiar
2023 J jnl
Interpretable fake news detection with topic and deep variational models.
Online Soc. Networks Media
Marjan Hosseini, Alireza Javadian Sabet, Suining He, Derek Aguiar
2023 B conf
Smooth and Stepwise Self-Distillation for Object Detection.
ICIP
Jieren Deng, Xin Zhou, Hao Tian, Zhihong Pan, Derek Aguiar
2023 J jnl
Smooth and Stepwise Self-Distillation for Object Detection.
CoRR
Jieren Deng, Xin Zhou, Hao Tian, Zhihong Pan, Derek Aguiar
2022 J jnl
Auto-Encoding Goodness of Fit.
CoRR
Aaron Palmer, Zhiyi Chi, Derek Aguiar, Jinbo Bi
2022 — conf
Autoregressive Modeling of Utility Customer Outages with Deep Neural Networks.
CCWC
Kingsley Udeh, David W. Wanik, Diego Cerrai, Derek Aguiar, Emmanouil N. Anagnostou
2022 J jnl
Bayesian Reconstruction and Differential Testing of Excised mRNA.
CoRR
Marjan Hosseini, Devin J. McConnell, Derek Aguiar
2022 J jnl
Interpretable Fake News Detection with Topic and Deep Variational Models.
CoRR
Marjan Hosseini, Alireza Javadian Sabet, Suining He, Derek Aguiar
2021 C conf
Case-level prediction of motion outcomes in civil litigation.
ICAIL
Devin J. McConnell, James Zhu, Sachin S. Pandya, Derek Aguiar
2020 J jnl
Combinatorial and statistical prediction of gene expression from haplotype sequence.
Bioinform.
Berk A. Alpay, Pinar Demetci, Sorin Istrail, Derek Aguiar
2014 — —
"Genome-wide algorithms for haplotype assembly, haplotype phasing, and IBD inference".
Derek Aguiar
2014 B conf
Tractatus: An Exact and Subquadratic Algorithm for Inferring Identical-by-Descent Multi-shared Haplotype Tracts.
RECOMB
Derek Aguiar, Eric M. Morrow, Sorin Istrail
2014 Misc conf
Tumor Haplotype Assembly Algorithms for Cancer Genomics.
Pacific Symposium on Biocomputing
Derek Aguiar, Wendy S. W. Wong, Sorin Istrail
2013 J jnl
Haplotype assembly in polyploid genomes and identical by descent shared tracts.
Bioinform.
Derek Aguiar, Sorin Istrail
2012 J jnl
DELISHUS: an efficient and exact algorithm for genome-wide detection of deletion polymorphism in autism.
Bioinform.
Derek Aguiar, Bjarni V. Halldórsson, Eric M. Morrow, Sorin Istrail
2012 J jnl
HapCompass: A Fast Cycle Basis Algorithm for Accurate Haplotype Assembly of Sequence Data.
J. Comput. Biol.
Derek Aguiar, Sorin Istrail
2012 — conf
Workshop: Robust algorithms for inferring haplotype phase and deletion polymorphism from high-throughput whole genome sequence data.
ICCABS
Derek Aguiar, Sorin Istrail
2011 Misc conf
Haplotype Phasing By Multi-Assembly of Shared Haplotypes: Phase-Dependent Interactions Between Rare Variants.
Pacific Symposium on Biocomputing
Bjarni V. Halldórsson, Derek Aguiar, Sorin Istrail
2011 J jnl
The Clark Phaseable Sample Size Problem: Long-Range Phasing and Loss of Heterozygosity in GWAS.
J. Comput. Biol.
Bjarni V. Halldórsson, Derek Aguiar, Ryan Tarpine, Sorin Istrail
2010 B conf
The Clark Phase-able Sample Size Problem: Long-Range Phasing and Loss of Heterozygosity in GWAS.
RECOMB
Bjarni V. Halldórsson, Derek Aguiar, Ryan Tarpine, Sorin Istrail