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Héctor Corrada Bravo
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2020 – today
- 2024
- [c9]Aya Abdelsalam Ismail, Julius Adebayo, Héctor Corrada Bravo, Stephen Ra, Kyunghyun Cho:
Concept Bottleneck Generative Models. ICLR 2024 - 2021
- [j16]Himel Mallick
, Ali Rahnavard
, Lauren J. McIver
, Siyuan Ma
, Yancong Zhang
, Long H. Nguyen
, Timothy L. Tickle
, George Weingart, Boyu Ren
, Emma H. Schwager
, Suvo Chatterjee
, Kelsey N. Thompson
, Jeremy E. Wilkinson
, Ayshwarya Subramanian
, Yiren Lu, Levi Waldron
, Joseph N. Paulson
, Eric A. Franzosa
, Héctor Corrada Bravo, Curtis Huttenhower
:
Multivariable association discovery in population-scale meta-omics studies. PLoS Comput. Biol. 17(11) (2021) - [c8]Aya Abdelsalam Ismail, Héctor Corrada Bravo, Soheil Feizi:
Improving Deep Learning Interpretability by Saliency Guided Training. NeurIPS 2021: 26726-26739 - [i6]Aya Abdelsalam Ismail, Héctor Corrada Bravo, Soheil Feizi:
Improving Deep Learning Interpretability by Saliency Guided Training. CoRR abs/2111.14338 (2021) - 2020
- [j15]Zhe Cui
, Jayaram Kancherla
, Kyle W. Chang, Niklas Elmqvist
, Héctor Corrada Bravo:
Proactive visual and statistical analysis of genomic data in Epiviz. Bioinform. 36(7): 2195-2201 (2020) - [j14]Jayaram Kancherla
, Yifan Yang, Hyeyun Chae, Héctor Corrada Bravo:
Epiviz File Server: Query, transform and interactively explore data from indexed genomic files. Bioinform. 36(18): 4682-4690 (2020) - [j13]Hirak Sarkar
, Avi Srivastava, Héctor Corrada Bravo, Michael I. Love, Rob Patro:
Terminus enables the discovery of data-driven, robust transcript groups from RNA-seq data. Bioinform. 36(Supplement-1): i102-i110 (2020) - [c7]Aya Abdelsalam Ismail, Mohamed K. Gunady, Héctor Corrada Bravo, Soheil Feizi:
Benchmarking Deep Learning Interpretability in Time Series Predictions. NeurIPS 2020 - [i5]Aya Abdelsalam Ismail, Mohamed K. Gunady, Héctor Corrada Bravo, Soheil Feizi:
Benchmarking Deep Learning Interpretability in Time Series Predictions. CoRR abs/2010.13924 (2020)
2010 – 2019
- 2019
- [j12]Nathan D. Olson
, Nidhi Shah, Jayaram Kancherla
, Justin Wagner, Joseph N. Paulson, Héctor Corrada Bravo:
metagenomeFeatures: an R package for working with 16S rRNA reference databases and marker-gene survey feature data. Bioinform. 35(19): 3870-3872 (2019) - [j11]Mohamed K. Gunady
, Stephen M. Mount, Héctor Corrada Bravo:
Yanagi: Fast and interpretable segment-based alternative splicing and gene expression analysis. BMC Bioinform. 20(1): 421:1-421:19 (2019) - [c6]Aya Abdelsalam Ismail, Mohamed K. Gunady, Luiz Pessoa, Héctor Corrada Bravo, Soheil Feizi:
Input-Cell Attention Reduces Vanishing Saliency of Recurrent Neural Networks. NeurIPS 2019: 10813-10823 - [i4]Aya Abdelsalam Ismail, Mohamed K. Gunady, Luiz Pessoa, Héctor Corrada Bravo, Soheil Feizi:
Input-Cell Attention Reduces Vanishing Saliency of Recurrent Neural Networks. CoRR abs/1910.12370 (2019) - [i3]Justin Williams
, Héctor Corrada Bravo, Jennifer Tom, Joseph N. Paulson:
microbiomeDASim: Simulating longitudinal differential abundance for microbiome data. F1000Research 8: 1769 (2019) - 2018
- [i2]Aya Abdelsalam Ismail, Timothy Wood, Héctor Corrada Bravo:
Improving Long-Horizon Forecasts with Expectation-Biased LSTM Networks. CoRR abs/1804.06776 (2018) - [i1]Jayaram Kancherla
, Alexander Zhang, Brian Gottfried, Héctor Corrada Bravo:
Epiviz Web Components: reusable and extensible component library to visualize functional genomic datasets. F1000Research 7: 1096 (2018) - 2017
- [j10]Lenwood S. Heath
, Héctor Corrada Bravo, Mario Cáccamo, Michael Schatz:
Bioinformatics of DNA [Scanning the Issue]. Proc. IEEE 105(3): 419-421 (2017) - [c5]Mohamed K. Gunady
, Steffen Cornwell, Stephen M. Mount, Héctor Corrada Bravo:
Yanagi: Transcript Segment Library Construction for RNA-Seq Quantification. WABI 2017: 10:1-10:14 - 2016
- [j9]Faezeh Dorri, Lee Mendelowitz, Héctor Corrada Bravo:
methylFlow: cell-specific methylation pattern reconstruction from high-throughput bisulfite-converted DNA sequencing. Bioinform. 32(11): 1618-1624 (2016) - [j8]Justin Wagner, Joseph N. Paulson, Xiao Wang, Bobby Bhattacharjee, Héctor Corrada Bravo:
Privacy-preserving microbiome analysis using secure computation. Bioinform. 32(12): 1873-1879 (2016) - [j7]Solaiappan Manimaran, Heather Marie Selby, Kwame Okrah, Claire Ruberman, Jeffrey T. Leek, John Quackenbush
, Benjamin Haibe-Kains
, Héctor Corrada Bravo, W. Evan Johnson
:
BatchQC: interactive software for evaluating sample and batch effects in genomic data. Bioinform. 32(24): 3836-3838 (2016) - 2015
- [j6]Florin Chelaru
, Héctor Corrada Bravo
:
Epiviz: a view inside the design of an integrated visual analysis software for genomics. BMC Bioinform. 16(S11): S4 (2015) - 2014
- [j5]Chengxi Ye, Chiaowen Hsiao, Héctor Corrada Bravo
:
BlindCall: ultra-fast base-calling of high-throughput sequencing data by blind deconvolution. Bioinform. 30(9): 1214-1219 (2014) - [j4]Martin J. Aryee, Andrew E. Jaffe
, Héctor Corrada Bravo
, Christine Ladd-Acosta, Andrew P. Feinberg
, Kasper D. Hansen
, Rafael A. Irizarry:
Minfi: a flexible and comprehensive Bioconductor package for the analysis of Infinium DNA methylation microarrays. Bioinform. 30(10): 1363-1369 (2014) - 2012
- [j3]Weiliang Shi, Grace Wahba, Rafael A. Irizarry, Héctor Corrada Bravo
, Stephen J. Wright:
The partitioned LASSO-patternsearch algorithm with application to gene expression data. BMC Bioinform. 13: 98 (2012) - [j2]Héctor Corrada Bravo
, Vasyl Pihur, Matthew N. McCall, Rafael A. Irizarry, Jeffrey T. Leek
:
Gene expression anti-profiles as a basis for accurate universal cancer signatures. BMC Bioinform. 13: 272 (2012) - [c4]Héctor Corrada Bravo:
Increased Methylation Variation in Epigenetic Domains across Cancer Types. RECOMB 2012: 44
2000 – 2009
- 2009
- [j1]Miguel A. Acevedo, Carlos J. Corrada-Bravo, Héctor Corrada Bravo
, Luis J. Villanueva-Rivera
, T. Mitchell Aide:
Automated classification of bird and amphibian calls using machine learning: A comparison of methods. Ecol. Informatics 4(4): 206-214 (2009) - [c3]Héctor Corrada Bravo, Stephen J. Wright, Kevin H. Eng, Sündüz Keles, Grace Wahba:
Estimating Tree-Structured Covariance Matrices via Mixed-Integer Programming. AISTATS 2009: 41-48 - 2007
- [c2]Héctor Corrada Bravo
, Raghu Ramakrishnan:
Optimizing mpf queries: decision support and probabilistic inference. SIGMOD Conference 2007: 701-712 - 2005
- [c1]Héctor Corrada Bravo, David Page, Raghu Ramakrishnan, Jude W. Shavlik, Vítor Santos Costa
:
A Framework for Set-Oriented Computation in Inductive Logic Programming and Its Application in Generalizing Inverse Entailment. ILP 2005: 69-86
Coauthor Index
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last updated on 2024-08-08 20:11 CEST by the dblp team
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