Pareto-Optimal Learning from Preferences with Hidden Context.
CoRR, 2024
Improving Lexicase Selection with Informed Down-Sampling.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024
Generating Diverse Critics for Conditioned Policy Distillation.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024
A Comprehensive Analysis of Down-sampling for Genetic Programming-based Program Synthesis.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024
Solving Deceptive Problems Without Explicit Diversity Maintenance.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024
Objectives Are All You Need: Solving Deceptive Problems Without Explicit Diversity Maintenance.
CoRR, 2023
Improving Recommendation System Serendipity Through Lexicase Selection.
CoRR, 2023
Analyzing the Interaction Between Down-Sampling and Selection.
CoRR, 2023
Informed Down-Sampled Lexicase Selection: Identifying productive training cases for efficient problem solving.
CoRR, 2023
Proceedings of the Genetic Programming Theory and Practice XX [GPTP 2023], 2023
Can the Problem-Solving Benefits of Quality Diversity Be Obtained without Explicit Diversity Maintenance?
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
A Static Analysis of Informed Down-Samples.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
The Problem Solving Benefits of Down-sampling Vary by Selection Scheme.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
The Environmental Discontinuity Hypothesis for Down-Sampled Lexicase Selection.
CoRR, 2022
Lexicase selection at scale.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022
Going faster and hence further with lexicase selection.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022