Publications

Kamaludin Dingle, Chico Q. Camargo, Ard A. Louis. Input-output maps are strongly biased towards simple outputs. Nature Communications, 2018.

Chico Q. Camargo, Scott A. Hale, Peter John, Helen Z. Margetts. Measuring the volatility of the political agenda in public opinion and news media. Preprint, arXiv:1808.09037, 2018.

Chico Q. Camargo, Jonathan Bright, Scott A. Hale. Diagnosing the performance of human mobility models at small spatial scales using volunteered geographic information. Royal Society Open Science, 6(11), 191034.

Chico Q. Camargo, Jonathan Bright, Graham McNeill, Sridhar Raman, Scott A.Hale. Estimating Traffic Disruption Patterns with Volunteered Geographic Information. Preprint, arXiv:1907.05162, 2019.

Guillermo Valle-Pérez, Chico Q. Camargo, Ard A. Louis. Tight PAC-Bayesian generalization error bounds for deep learning. ICML workshop on Understanding and Improving Generalization in Deep Learning, 2019.

Guillermo Valle-Pérez, Chico Q. Camargo, Ard A. Louis. Deep learning generalizes because the parameter-function map is biased towards simple functions. Proceedings of the International Conference on Learning Representations (ICLR), 2019.

Chico Q. CamargoPhysics makes rules, evolution rolls the dice. Science, 2018.