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Employment (1)

Cedars-Sinai Medical Center: Los Angeles, US

2023-07 to present | Postdoctoral Scientist (Computational Biomedicine)
Employment
Source: Self-asserted source
Jose Hernandez

Education and qualifications (3)

Michigan State University: East Lansing, US

2019-08 to 2023-05 | PhD (Computer Science and Ecology, Evolution, & Behavior)
Education
Source: Self-asserted source
Jose Hernandez

Michigan State University: East Lansing, US

2018-01 to 2019-05 | MS (Computer Science)
Education
Source: Self-asserted source
Jose Hernandez

Michigan State University: East Lansing, US

2013-08 to 2017-12 | BS & Minor (Computer Science & Mathematics)
Education
Source: Self-asserted source
Jose Hernandez

Works (15)

Lexicase Selection Parameter Analysis: Varying Population Size and Test Case Redundancy with Diagnostic Metrics

ArXiv
2024 | Journal article
WOSUID: PPRN:91028897
Contributors: Hernandez, Jose Guadalupe; Saini, Anil Kumar; Moore, Jason H.
Source: check_circle
Web of Science Researcher Profile Sync

Lexidate: Model Evaluation and Selection with Lexicase

ArXiv
2024 | Journal article
WOSUID: PPRN:89360001
Contributors: Hernandez, Jose Guadalupe; Saini, Anil Kumar; Moore, Jason H.
Source: check_circle
Web of Science Researcher Profile Sync

Lexidate: Model Evaluation and Selection with Lexicase

2024-07-14 | Conference paper
DOI: 10.1145/3638530.3654265
Contributors: Jose Guadalupe Hernandez; Anil Kumar Saini; Jason H Moore
Source: check_circle
Crossref

A suite of diagnostic metrics for characterizing selection schemes

ArXiv
2023 | Journal article
WOSUID: PPRN:13192346
Contributors: Hernandez, Jose Guadalupe; Lalejini, Alexander; Ofria, Charles
Source: check_circle
Web of Science Researcher Profile Sync

Beyond Benchmarks Suites: Engineering Diagnostic Tools to Characterize Selection Schemes

2023 | Dissertation or Thesis
Contributors: Hernandez, Jose Guadalupe
Source: Self-asserted source
Jose Hernandez

Phylogeny-informed fitness estimation

2023 | Other
DOI: 10.48550/ARXIV.2306.03970
Contributors: Alexander Lalejini; Matthew Andres Moreno; Jose Guadalupe Hernandez; Emily Dolson
Source: Self-asserted source
Jose Hernandez

Phylogeny-informed fitness estimation

ArXiv
2023 | Journal article
WOSUID: PPRN:73039601
Contributors: Lalejini, Alexander; Moreno, Matthew Andres; Hernandez, Jose Guadalupe; Dolson, Emily
Source: check_circle
Web of Science Researcher Profile Sync

A suite of diagnostic metrics for characterizing selection schemes

2022 | Other
DOI: 10.48550/ARXIV.2204.13839
Contributors: Jose Guadalupe Hernandez; Alexander Lalejini; Charles Ofria
Source: Self-asserted source
Jose Hernandez

An Exploration of Exploration: Measuring the Ability of Lexicase Selection to Find Obscure Pathways to Optimality

Genetic and Evolutionary Computation
2022 | Book chapter
DOI: 10.1007/978-981-16-8113-4_5
Part of ISBN: 9789811681127
Part of ISBN: 9789811681134
Part of ISSN: 1932-0167
Part of ISSN: 1932-0175
Contributors: Jose Guadalupe Hernandez; Alexander Lalejini; Charles Ofria
Source: Self-asserted source
Jose Hernandez

What Can Phylogenetic Metrics Tell us About Useful Diversity in Evolutionary Algorithms?

Genetic and Evolutionary Computation
2022 | Book chapter
DOI: 10.1007/978-981-16-8113-4_4
Part of ISBN: 9789811681127
Part of ISBN: 9789811681134
Part of ISSN: 1932-0167
Part of ISSN: 1932-0175
Contributors: Jose Guadalupe Hernandez; Alexander Lalejini; Emily Dolson
Source: Self-asserted source
Jose Hernandez
grade
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Measuring the ability of lexicase selection to find obscure pathways to optimality

Proceedings of the Genetic and Evolutionary Computation Conference Companion
2022-07-09 | Other
DOI: 10.1145/3520304.3534061
Contributors: Jose Guadalupe Hernandez; Alexander Lalejini; Charles Ofria
Source: Self-asserted source
Jose Hernandez
grade
Preferred source (of 2)‎

Phylogenetic diversity predicts future success in evolutionary computation

Proceedings of the Genetic and Evolutionary Computation Conference Companion
2022-07-09 | Other
DOI: 10.1145/3520304.3534079
Contributors: Jose Guadalupe Hernandez; Alexander Lalejini; Emily Dolson
Source: Self-asserted source
Jose Hernandez
grade
Preferred source (of 2)‎

Untangling phylogenetic diversity's role in evolutionary computation using a suite of diagnostic fitness landscapes

Proceedings of the Genetic and Evolutionary Computation Conference Companion
2022-07-09 | Conference paper
DOI: 10.1145/3520304.3534028
Contributors: Shakiba Shahbandegan; Jose Guadalupe Hernandez; Alexander Lalejini; Emily Dolson
Source: Self-asserted source
Jose Hernandez
grade
Preferred source (of 2)‎

Characterizing the Effects of Random Subsampling on Lexicase Selection

Genetic Programming Theory and Practice XVII
2020 | Book chapter
DOI: 10.1007/978-3-030-39958-0_1
Part of ISBN: 9783030399573
Part of ISBN: 9783030399580
Part of ISSN: 1932-0167
Part of ISSN: 1932-0175
Contributors: Austin J. Ferguson; Jose Guadalupe Hernandez; Daniel Junghans; Alexander Lalejini; Emily Dolson; Charles Ofria
Source: Self-asserted source
Jose Hernandez

Random subsampling improves performance in lexicase selection

Proceedings of the Genetic and Evolutionary Computation Conference Companion
2019-07-13 | Conference paper
DOI: 10.1145/3319619.3326900
Contributors: Jose Guadalupe Hernandez; Alexander Lalejini; Emily Dolson; Charles Ofria
Source: Self-asserted source
Jose Hernandez
grade
Preferred source (of 2)‎
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