Bachelor Thesis
Surrogate models for finding optimal inputs
Gaussian processes, Bayesian optimization, and Expected Improvement for prioritizing new evaluations when experimenting is costly.
I'm José Arbelaez. I work with data, machine learning, and artificial intelligence. This is my space to write about what I learn, what I think, and what keeps me curious.
I'm interested in understanding how things work — from language models to the decisions we make when designing systems. I write to think better.
Bachelor Thesis
Gaussian processes, Bayesian optimization, and Expected Improvement for prioritizing new evaluations when experimenting is costly.
Natural Language Processing
BGG Review Intelligence explores how BoardGameGeek reviews can be transformed into reproducible sentiment predictions and structured opinion knowledge.
Generative AI
A comprehensive analysis of diffusion models and their application in image generation.