Jose Guadalupe Hernandez

22 papers Journal 11Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Ablation Study of a Fairness Auditing Agentic System for Bias Mitigation in Early-Onset Colorectal Cancer Detection.
CoRR
Amalia Ionescu, Jose Guadalupe Hernandez, Jui-Hsuan Chang, Emily F. Wong, Paul Wang, Jason H. Moore, Tiffani J. Bright
2025 — conf
Comparing PushGP and GPT-4o on Program Synthesis with only Input-Output Examples.
GECCO Companion
Jose Guadalupe Hernandez, Anil Kumar Saini, Gabriel Ketron, Jason H. Moore
2025 — conf
Evaluating the Generalizability of Machine Learning Pipelines When Using Lexicase or Tournament Selection.
GECCO Companion
Jose Guadalupe Hernandez, Anil Kumar Saini, Ankit Gupta, Jason H. Moore
2025 J jnl
Evolved SampleWeights for Bias Mitigation: Effectiveness Depends on Optimization Objectives.
CoRR
Anil Kumar Saini, Jose Guadalupe Hernandez, Emily F. Wong, Debanshi Misra, Jason H. Moore
2025 J jnl
GP and LLMs for Program Synthesis: No Clear Winners.
CoRR
Jose Guadalupe Hernandez, Anil Kumar Saini, Gabriel Ketron, Jason H. Moore
2025 J jnl
StarBASE-GP: Biologically-Guided Automated Machine Learning for Genotype-to-Phenotype Association Analysis.
CoRR
Jose Guadalupe Hernandez, Attri Ghosh, Philip J. Freda, Yufei Meng, Nicholas Matsumoto, Jason H. Moore
2025 J jnl
The tree-based pipeline optimization tool: Tackling biomedical research problems with genetic programming and automated machine learning.
Patterns
Jose Guadalupe Hernandez, Anil Kumar Saini, Attri Ghosh, Jason H. Moore
2024 J jnl
Lexicase Selection Parameter Analysis: Varying Population Size and Test Case Redundancy with Diagnostic Metrics.
CoRR
Jose Guadalupe Hernandez, Anil Kumar Saini, Jason H. Moore
2024 — conf
Lexidate: Model Evaluation and Selection with Lexicase.
GECCO Companion
Jose Guadalupe Hernandez, Anil Kumar Saini, Jason H. Moore
2024 J jnl
Lexidate: Model Evaluation and Selection with Lexicase.
CoRR
Jose Guadalupe Hernandez, Anil Kumar Saini, Jason H. Moore
2023 — conf
Phylogeny-Informed Fitness Estimation for Test-Based Parent Selection.
GPTP
Alexander Lalejini, Matthew Andres Moreno, Jose Guadalupe Hernandez, Emily L. Dolson
2023 J jnl
Phylogeny-informed fitness estimation.
CoRR
Alexander Lalejini, Matthew Andres Moreno, Jose Guadalupe Hernandez, Emily L. Dolson
2022 J jnl
A suite of diagnostic metrics for characterizing selection schemes.
CoRR
Jose Guadalupe Hernandez, Alexander Lalejini, Charles Ofria
2022 — conf
Measuring the ability of lexicase selection to find obscure pathways to optimality.
GECCO Companion
Jose Guadalupe Hernandez, Alexander Lalejini, Charles Ofria
2022 — conf
Phylogenetic diversity predicts future success in evolutionary computation.
GECCO Companion
Jose Guadalupe Hernandez, Alexander Lalejini, Emily L. Dolson
2022 — conf
Untangling phylogenetic diversity's role in evolutionary computation using a suite of diagnostic fitness landscapes.
GECCO Companion
Shakiba Shahbandegan, Jose Guadalupe Hernandez, Alexander Lalejini, Emily L. Dolson
2021 — conf
An Exploration of Exploration: Measuring the Ability of Lexicase Selection to Find Obscure Pathways to Optimality.
GPTP
Jose Guadalupe Hernandez, Alexander Lalejini, Charles Ofria
2021 J jnl
An Exploration of Exploration: Measuring the ability of lexicase selection to find obscure pathways to optimality.
CoRR
Jose Guadalupe Hernandez, Alexander Lalejini, Charles Ofria
2021 — conf
What Can Phylogenetic Metrics Tell us About Useful Diversity in Evolutionary Algorithms?
GPTP
Jose Guadalupe Hernandez, Alexander Lalejini, Emily L. Dolson
2021 J jnl
What can phylogenetic metrics tell us about useful diversity in evolutionary algorithms?
CoRR
Jose Guadalupe Hernandez, Alexander Lalejini, Emily L. Dolson
2019 — conf
Characterizing the Effects of Random Subsampling on Lexicase Selection.
GPTP
Austin J. Ferguson, Jose Guadalupe Hernandez, Daniel Junghans, Alexander Lalejini, Emily L. Dolson, Charles Ofria
2019 — conf
Random subsampling improves performance in lexicase selection.
GECCO (Companion)
Jose Guadalupe Hernandez, Alexander Lalejini, Emily L. Dolson, Charles Ofria