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2020 – today
- 2024
[j8]Kingsley Udeh
, David W. Wanik, Diego Cerrai, Emmanouil N. Anagnostou, Derek Aguiar:
Probabilistic Storm and Electric Utility Customer Outage Prediction. IEEE Access 12: 126285-126295 (2024)- [c10]Jieren Deng, Xin Zhou, Hao Tian, Zhihong Pan, Derek Aguiar:
GBSD: Generative Bokeh with Stage Diffusion. ICASSP 2024: 7070-7074 - [i8]Jieren Deng, Aaron Palmer, Rigel Mahmood, Ethan Rathbun, Jinbo Bi, Kaleel Mahmood, Derek Aguiar:
Distilling Adversarial Robustness Using Heterogeneous Teachers. CoRR abs/2402.15586 (2024) - [i7]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 abs/2405.16036 (2024) - 2023
- [j7]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): 242-251 (2023) - [j6]Marjan Hosseini, Alireza Javadian Sabet, Suining He, Derek Aguiar:
Interpretable fake news detection with topic and deep variational models. Online Soc. Networks Media 36: 100249 (2023) - [c9]Jieren Deng, Xin Zhou, Hao Tian, Zhihong Pan, Derek Aguiar:
Smooth and Stepwise Self-Distillation for Object Detection. ICIP 2023: 2740-2744 - [c8]Aaron Palmer, Zhiyi Chi, Derek Aguiar, Jinbo Bi:
Auto-Encoding Goodness of Fit. ICLR 2023 - [i6]Jieren Deng, Xin Zhou, Hao Tian, Zhihong Pan, Derek Aguiar:
Smooth and Stepwise Self-Distillation for Object Detection. CoRR abs/2303.05015 (2023) - [i5]Jieren Deng, Xin Zhou, Hao Tian, Zhihong Pan, Derek Aguiar:
GBSD: Generative Bokeh with Stage Diffusion. CoRR abs/2306.08251 (2023) - [i4]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 abs/2309.10837 (2023) - 2022
- [c7]Kingsley Udeh, David W. Wanik, Diego Cerrai, Derek Aguiar, Emmanouil N. Anagnostou:
Autoregressive Modeling of Utility Customer Outages with Deep Neural Networks. CCWC 2022: 406-414 - [i3]Marjan Hosseini, Alireza Javadian Sabet, Suining He, Derek Aguiar:
Interpretable Fake News Detection with Topic and Deep Variational Models. CoRR abs/2209.01536 (2022) - [i2]Aaron Palmer, Zhiyi Chi, Derek Aguiar, Jinbo Bi:
Auto-Encoding Goodness of Fit. CoRR abs/2210.06546 (2022) - [i1]Marjan Hosseini, Devin J. McConnell, Derek Aguiar:
Bayesian Reconstruction and Differential Testing of Excised mRNA. CoRR abs/2211.07105 (2022) - 2021
- [c6]Devin J. McConnell, James Zhu, Sachin Pandya, Derek Aguiar:
Case-level prediction of motion outcomes in civil litigation. ICAIL 2021: 99-108 - 2020
- [j5]Berk A. Alpay, Pinar Demetci, Sorin Istrail, Derek Aguiar:
Combinatorial and statistical prediction of gene expression from haplotype sequence. Bioinform. 36(Supplement-1): i194-i202 (2020)
2010 – 2019
- 2014
- [b1]Derek Aguiar:
"Genome-wide algorithms for haplotype assembly, haplotype phasing, and IBD inference". Brown University, USA, 2014 - [c5]Derek Aguiar, Wendy S. W. Wong, Sorin Istrail:
Tumor Haplotype Assembly Algorithms for Cancer Genomics. Pacific Symposium on Biocomputing 2014: 3-14 - [c4]Derek Aguiar, Eric M. Morrow, Sorin Istrail:
Tractatus: An Exact and Subquadratic Algorithm for Inferring Identical-by-Descent Multi-shared Haplotype Tracts. RECOMB 2014: 1-17 - 2013
- [j4]Derek Aguiar, Sorin Istrail:
Haplotype assembly in polyploid genomes and identical by descent shared tracts. Bioinform. 29(13): 352-360 (2013) - 2012
- [j3]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): 154-162 (2012) - [j2]Derek Aguiar, Sorin Istrail:
HapCompass: A Fast Cycle Basis Algorithm for Accurate Haplotype Assembly of Sequence Data. J. Comput. Biol. 19(6): 577-590 (2012) - [c3]Derek Aguiar, Sorin Istrail:
Workshop: Robust algorithms for inferring haplotype phase and deletion polymorphism from high-throughput whole genome sequence data. ICCABS 2012: 1 - 2011
- [j1]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): 323-333 (2011) - [c2]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: 88-99 - 2010
- [c1]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: 158-173
Coauthor Index
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