Omar Costilla-Reyes
Omar Costilla-Reyes has 2 papers in our library, in 2022–2024; often with Atharva Sehgal, Swarat Chaudhuri, Armando Solar-Lezama.
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📄 2 works in our library · 🔗 Cited 11 times in our library · ⭐ Paper Stars ranking: #10519
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksDecision Sciences · 1 workInformation Systems and Management · 1 work
Works by year
2020s
Papers
- Symbolic Regression with a Learned Concept Library (2024 · 23 citations)
Symbolic regression (SR) looks for short mathematical expressions that explain a dataset. Its search space is discrete and grows exponentially, and leading genetic methods such as PySR explore it through random mutation and crossover. The authors propose LaSR, which adds a human-like layer of abstraction. An LLM… - Neurosymbolic Programming for Science (2022 · 6 citations)
This position paper, presented at the NeurIPS 2022 AI for Science Workshop, asks how Neurosymbolic Programming (NP) could bring AI closer to being an automated scientist.
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