Santiago Hernández-Orozco

According to our database, Santiago Hernández-Orozco authored at least 11 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Assembly Theory is an approximation to algorithmic complexity based on LZ compression that does not explain selection or evolution.

Felipe S. Abrahão, Santiago Hernández-Orozco, Narsis A. Kiani, Jesper Tegnér, Hector Zenil

CoRR, 2024

2020

Shortening of Proof Length is Elusive for Theorem Provers.

Santiago Hernández-Orozco, Francisco Hernández Quiroz, Hector Zenil, Wilfried Sieg

Parallel Process. Lett., 2020

Algorithmic Probability-Guided Machine Learning on Non-Differentiable Spaces.

Santiago Hernández-Orozco, Hector Zenil, Jürgen Riedel, Adam Uccello, Narsis Aftab Kiani, Jesper Tegnér

Frontiers Artif. Intell., 2020

2019

Coding-theorem like behaviour and emergence of the universal distribution from resource-bounded algorithmic probability.

Hector Zenil, Liliana Badillo, Santiago Hernández-Orozco, Francisco Hernández Quiroz

Int. J. Parallel Emergent Distributed Syst., 2019

Algorithmic Probability-guided Supervised Machine Learning on Non-differentiable Spaces.

Santiago Hernández-Orozco, Hector Zenil, Jürgen Riedel, Adam Uccello, Narsis Aftab Kiani, Jesper Tegnér

CoRR, 2019

2018

A Decomposition Method for Global Evaluation of Shannon Entropy and Local Estimations of Algorithmic Complexity.

Hector Zenil, Santiago Hernández-Orozco, Narsis Aftab Kiani, Fernando Soler-Toscano, Antonio Rueda-Toicen, Jesper Tegnér

Entropy, 2018

Undecidability and Irreducibility Conditions for Open-Ended Evolution and Emergence.

Santiago Hernández-Orozco, Francisco Hernández Quiroz, Hector Zenil

Artif. Life, 2018

2017

Algorithmically probable mutations reproduce aspects of evolution such as convergence rate, genetic memory, modularity, diversity explosions, and mass extinction.

Santiago Hernández-Orozco, Hector Zenil, Narsis Aftab Kiani

CoRR, 2017

2016

A Decomposition Method for Global Evaluation of Shannon Entropy and Local Estimations of Algorithmic Complexity.

Hector Zenil, Fernando Soler-Toscano, Narsis Aftab Kiani, Santiago Hernández-Orozco, Antonio Rueda-Toicen

CoRR, 2016

The Limits of Decidable States on Open-Ended Evolution and Emergence.

Hector Zenil, Francisco Hernández Quiroz, Santiago Hernández-Orozco

Proceedings of the Fifteenth International Conference on the Simulation and Synthesis of Living Systems, 2016

2015

Rare Speed-up in Automatic Theorem Proving Reveals Tradeoff Between Computational Time and Information Value.

Santiago Hernández-Orozco, Francisco Hernández Quiroz, Hector Zenil, Wilfried Sieg

CoRR, 2015