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Found 5 papers, 1 papers with code
The Almost Sure Evolution of Hierarchy Among Similar Competitors
Second, we analyze hierarchy formation in populations subject to the continuous replicator dynamic with diffusive exploration, linking population dynamics to emergent structure.
Machine learning in and out of equilibrium
In an example system where the posterior is exactly known, this SGWORLD algorithm outperforms SGLD, converging to the posterior orders of magnitude faster as a function of the learning rate.
Principal Trade-off Analysis
We demonstrate the validity of PTA on a quartet of games (Kuhn poker, RPS+2, Blotto, and Pokemon).
Similarity Suppresses Cyclicity: Why Similar Competitors Form Hierarchies
We quantify the rate of convergence to transitivity given the similarity of the competitors and the smoothness of the performance function.
A Variational Inference Approach to Inverse Problems with Gamma Hyperpriors
Hierarchical models with gamma hyperpriors provide a flexible, sparse-promoting framework to bridge $L^1$ and $L^2$ regularizations in Bayesian formulations to inverse problems.
