Derek Aguiar

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 16

Top Topics

Goodness Of Fit

Object Detection

Top Venues

Publications

Jieren Deng, Hanbin Hong, Aaron Palmer, Xin Zhou, Jinbo Bi, Kaleel Mahmood, Yuan Hong, Derek Aguiar
Certifying Adapters: Enabling and Enhancing the Certification of Classifier Adversarial Robustness. CoRR (2024)
Jieren Deng, Xin Zhou, Hao Tian, Zhihong Pan, Derek Aguiar
GBSD: Generative Bokeh with Stage Diffusion. ICASSP (2024)
Jieren Deng, Aaron Palmer, Rigel Mahmood, Ethan Rathbun, Jinbo Bi, Kaleel Mahmood, Derek Aguiar
Distilling Adversarial Robustness Using Heterogeneous Teachers. CoRR (2024)
Aaron Palmer, Zhiyi Chi, Derek Aguiar, Jinbo Bi
Auto-Encoding Goodness of Fit. ICLR (2023)
Marjan Hosseini, Aaron Palmer, William Manka, Patrick G. S. Grady, Venkata Patchigolla, Jinbo Bi, Rachel J. O'Neill, Zhiyi Chi, Derek Aguiar
Deep statistical modelling of nanopore sequencing translocation times reveals latent non-B DNA structures. Bioinform. 39 (Supplement-1) (2023)
Marjan Hosseini, Alireza Javadian Sabet, Suining He, Derek Aguiar
Interpretable fake news detection with topic and deep variational models. Online Soc. Networks Media 36 (2023)
Jieren Deng, Xin Zhou, Hao Tian, Zhihong Pan, Derek Aguiar
Smooth and Stepwise Self-Distillation for Object Detection. ICIP (2023)
Jieren Deng, Xin Zhou, Hao Tian, Zhihong Pan, Derek Aguiar
GBSD: Generative Bokeh with Stage Diffusion. CoRR (2023)
Jieren Deng, Xin Zhou, Hao Tian, Zhihong Pan, Derek Aguiar
Smooth and Stepwise Self-Distillation for Object Detection. CoRR (2023)
Sybille Légitime, Kaustubh Prabhu, Devin J. McConnell, Bing Wang, Dipak K. Dey, Derek Aguiar
Improving Opioid Use Disorder Risk Modelling through Behavioral and Genetic Feature Integration. CoRR (2023)
Aaron Palmer, Zhiyi Chi, Derek Aguiar, Jinbo Bi
Auto-Encoding Goodness of Fit. CoRR (2022)
Marjan Hosseini, Alireza Javadian Sabet, Suining He, Derek Aguiar
Interpretable Fake News Detection with Topic and Deep Variational Models. CoRR (2022)
Kingsley Udeh, David W. Wanik, Diego Cerrai, Derek Aguiar, Emmanouil N. Anagnostou
Autoregressive Modeling of Utility Customer Outages with Deep Neural Networks. CCWC (2022)
Marjan Hosseini, Devin J. McConnell, Derek Aguiar
Bayesian Reconstruction and Differential Testing of Excised mRNA. CoRR (2022)
Devin J. McConnell, James Zhu, Sachin Pandya, Derek Aguiar
Case-level prediction of motion outcomes in civil litigation. ICAIL (2021)
Berk A. Alpay, Pinar Demetci, Sorin Istrail, Derek Aguiar
Combinatorial and statistical prediction of gene expression from haplotype sequence. Bioinform. 36 (Supplement-1) (2020)
Derek Aguiar, Wendy S. W. Wong, Sorin Istrail
Tumor Haplotype Assembly Algorithms for Cancer Genomics. Pacific Symposium on Biocomputing (2014)
Derek Aguiar, Eric M. Morrow, Sorin Istrail
Tractatus: An Exact and Subquadratic Algorithm for Inferring Identical-by-Descent Multi-shared Haplotype Tracts. RECOMB (2014)
Derek Aguiar, Sorin Istrail
Haplotype assembly in polyploid genomes and identical by descent shared tracts. Bioinform. 29 (13) (2013)
Derek Aguiar, Sorin Istrail
Workshop: Robust algorithms for inferring haplotype phase and deletion polymorphism from high-throughput whole genome sequence data. ICCABS (2012)
Derek Aguiar, Sorin Istrail
HapCompass: A Fast Cycle Basis Algorithm for Accurate Haplotype Assembly of Sequence Data. J. Comput. Biol. 19 (6) (2012)
Derek Aguiar, Bjarni V. Halldórsson, Eric M. Morrow, Sorin Istrail
DELISHUS: an efficient and exact algorithm for genome-wide detection of deletion polymorphism in autism. Bioinform. 28 (12) (2012)
Bjarni V. Halldórsson, Derek Aguiar, Sorin Istrail
Haplotype Phasing By Multi-Assembly of Shared Haplotypes: Phase-Dependent Interactions Between Rare Variants. Pacific Symposium on Biocomputing (2011)
Bjarni V. Halldórsson, Derek Aguiar, Ryan Tarpine, Sorin Istrail
The Clark Phaseable Sample Size Problem: Long-Range Phasing and Loss of Heterozygosity in GWAS. J. Comput. Biol. 18 (3) (2011)
Bjarni V. Halldórsson, Derek Aguiar, Ryan Tarpine, Sorin Istrail
The Clark Phase-able Sample Size Problem: Long-Range Phasing and Loss of Heterozygosity in GWAS. RECOMB (2010)