Derek Aguiar

According to our database, Derek Aguiar authored at least 21 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Distilling Adversarial Robustness Using Heterogeneous Teachers.

Jieren Deng, Aaron Palmer, Rigel Mahmood, Ethan Rathbun, Jinbo Bi, Kaleel Mahmood, Derek Aguiar

CoRR, 2024

2023

Interpretable fake news detection with topic and deep variational models.

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

Online Soc. Networks Media, July, 2023

Improving Opioid Use Disorder Risk Modelling through Behavioral and Genetic Feature Integration.

Sybille Légitime, Kaustubh Prabhu, Devin J. McConnell, Bing Wang, Dipak K. Dey, Derek Aguiar

CoRR, 2023

GBSD: Generative Bokeh with Stage Diffusion.

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

CoRR, 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

Bioinform., 2023

Auto-Encoding Goodness of Fit.

Aaron Palmer, Zhiyi Chi, Derek Aguiar, Jinbo Bi

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Smooth and Stepwise Self-Distillation for Object Detection.

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

Proceedings of the IEEE International Conference on Image Processing, 2023

2022

Bayesian Reconstruction and Differential Testing of Excised mRNA.

Marjan Hosseini, Devin J. McConnell, Derek Aguiar

CoRR, 2022

Autoregressive Modeling of Utility Customer Outages with Deep Neural Networks.

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

Proceedings of the 12th IEEE Annual Computing and Communication Workshop and Conference, 2022

2021

Case-level prediction of motion outcomes in civil litigation.

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

Proceedings of the ICAIL '21: Eighteenth International Conference for Artificial Intelligence and Law, São Paulo Brazil, June 21, 2021

2020

Combinatorial and statistical prediction of gene expression from haplotype sequence.

Berk A. Alpay, Pinar Demetci, Sorin Istrail, Derek Aguiar

Bioinform., 2020

2014

"Genome-wide algorithms for haplotype assembly, haplotype phasing, and IBD inference".

Derek Aguiar

PhD thesis, 2014

Tractatus: An Exact and Subquadratic Algorithm for Inferring Identical-by-Descent Multi-shared Haplotype Tracts.

Derek Aguiar, Eric M. Morrow, Sorin Istrail

Proceedings of the Research in Computational Molecular Biology, 2014

Tumor Haplotype Assembly Algorithms for Cancer Genomics.

Derek Aguiar, Wendy S. W. Wong, Sorin Istrail

Proceedings of the Biocomputing 2014: Proceedings of the Pacific Symposium, 2014

2013

Haplotype assembly in polyploid genomes and identical by descent shared tracts.

Derek Aguiar, Sorin Istrail

Bioinform., 2013

2012

HapCompass: A Fast Cycle Basis Algorithm for Accurate Haplotype Assembly of Sequence Data.

Derek Aguiar, Sorin Istrail

J. Comput. Biol., 2012

DELISHUS: an efficient and exact algorithm for genome-wide detection of deletion polymorphism in autism.

Derek Aguiar, Bjarni V. Halldórsson, Eric M. Morrow, Sorin Istrail

Bioinform., 2012

Workshop: Robust algorithms for inferring haplotype phase and deletion polymorphism from high-throughput whole genome sequence data.

Derek Aguiar, Sorin Istrail

Proceedings of the IEEE 2nd International Conference on Computational Advances in Bio and Medical Sciences, 2012

2011

The Clark Phaseable Sample Size Problem: Long-Range Phasing and Loss of Heterozygosity in GWAS.

Bjarni V. Halldórsson, Derek Aguiar, Ryan Tarpine, Sorin Istrail

J. Comput. Biol., 2011

Haplotype Phasing By Multi-Assembly of Shared Haplotypes: Phase-Dependent Interactions Between Rare Variants.

Bjarni V. Halldórsson, Derek Aguiar, Sorin Istrail

Proceedings of the Biocomputing 2011: Proceedings of the Pacific Symposium, 2011

2010

The Clark Phase-able Sample Size Problem: Long-Range Phasing and Loss of Heterozygosity in GWAS.

Bjarni V. Halldórsson, Derek Aguiar, Ryan Tarpine, Sorin Istrail

Proceedings of the Research in Computational Molecular Biology, 2010