Santiago Hernández-Orozco

According to our database, Santiago Hernández-Orozco authored at least 13 papers between 2015 and 2024.

Collaborative distances:

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

2024

Assembly Theory Reduced to Shannon Entropy and Rendered Redundant by Naive Statistical Algorithms.

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

CoRR, 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

Algorithmic probability-driven and open-ended evolution

Santiago Hernández-Orozco

PhD thesis, 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