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Pedro A. Ortega

Postdoc
School of Engineering and Applied Sciences
University of Pennsylvania

This is Ludwig Boltzmann (no joke). Thanks to Jordi point this out!

About

I am a postdoc at the University of Pennsylvania. I got my PhD in Engineering from the University of Cambridge and my BSc/Diploma in Computer Engineering from the University of Chile. My background is mainly in Physics, Mathematics and Computer Science.

:!: I am on the job market.

Research Interests

I research the foundations of Machine Learning and Cybernetics. I study the links between various topics such as Bayesian probability theory, information theory, stochastic control, economics, causality, statistical mechanics, ergodic theory and complexity theory. Other areas of interest are computational neuroscience, psychology and epistemology. Also, I'm a huge fan of minimalistic algorithms (see Dijkstra's quote further down).

Free Energy Functional (it's also meant to be a puzzling pic)

Most of my work centers on information-theoretic and statistical mechanical approaches to learning and control, leading to contributions in bounded rationality models and recasting adaptive control as a causal inference problem. I have also worked on causal induction, and on game- and decision-theoretic models in computational neuroscience.

To get a sense of my work, please refer to:

Bounded Rationality Mailing List

New mailing list on mathematical and computational bounded rationality. Click below on the link to join.

https://groups.google.com/forum/#!forum/bounded-rationality

Travel Schedule

2015, Jul 23-25 CogSci @ Pasadena
2015, Aug 20 MIT @ Boston
2015, Aug 25-26 NSF-WS Learning, Perception & Control @ Washington DC
2015, Sep 1-3 EU-WS Info. & Decision Making @ London
2015, Sep 4 NCSML @ Warwick
2015, Sep 7 CBL @ Cambridge
2015, Sep 8 Gatsby @ London
2015, Sep 9 Microsoft Research @ Cambridge
2015, Sep 10 MLRG @ Oxford
2015, Sep 11 Deepmind @ London
2015, Sep 12-19 Tuebingen, Heidelberg & Zürich
2015, Dec 7-12 NIPS @ Montreal

News (on Twitter)

Timeline of @AdaptiveAgents

AdaptiveAgents avatar

Learning Dynamics in Economic Games http://t.co/0mBUdet3VE
About 1 day, 20 hours ago by: Pedro A. Ortega (@AdaptiveAgents)

AdaptiveAgents avatar

Practical probabilistic programming with monads http://t.co/03sB172Cfj
About 5 days, 14 hours ago by: Pedro A. Ortega (@AdaptiveAgents)

AdaptiveAgents avatar

Musical Meter Modulates the Allocation of Attention across Time http://t.co/vUdBZYlNfL
About 5 days, 20 hours ago by: Pedro A. Ortega (@AdaptiveAgents)

AdaptiveAgents avatar

On Nash Equilibrium and Evolutionarily Stable States That Are Not Characterised by the Folk Theorem http://t.co/yI79VwtAoC
About 6 days, 20 hours ago by: Pedro A. Ortega (@AdaptiveAgents)

AdaptiveAgents avatar

Unbounded Bayesian Optimization via Regularization http://t.co/huy2ivYiby
About 1 week ago by: Pedro A. Ortega (@AdaptiveAgents)

Contact

Pedro A. Ortega
Department of Engineering
University of Pennsylvania
Off. 209, Moore Building
200 S. 33rd Street
Philadelphia, PA 19104

Email: ope [AT] seas.upenn.edu

Misc. Quotes

“Man is the measure of all things: of things which are, that they are, and of things which are not, that they are not” —Protagoras

“Simplicity is a great virtue but it requires hard work to achieve it and education to appreciate it. And to make matters worse: complexity sells better.” —Dijkstra (1984) On the nature of Computing Science (EWD896)

“It seems that perfection is attained not when there is nothing more to add, but when there is nothing more to remove.” —Antoine de Saint Exupéry (1939) Terre des Hommes

home.txt · Last modified: 2015/08/31 15:15 by peortega

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