ergodic theory
PulseAugur coverage of ergodic theory — every cluster mentioning ergodic theory across labs, papers, and developer communities, ranked by signal.
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New framework finds statistical order in chaotic game dynamics
Researchers have developed a new framework using natural invariant measures from ergodic theory to analyze chaotic dynamics in game theory. This approach allows for a statistical characterization of the long-term behavi…
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Two arXiv papers detail learning dynamical systems from single trajectories · 2 sources tracked
Two new research papers submitted to arXiv's stat.ML section explore the learning of dynamical systems from single trajectories. The first paper focuses on switched non-linear dynamical systems, providing theoretical gu…
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New Geometric Causal Models Leverage Symmetries for Data Inference
Researchers have developed Geometric Causal Models (GCMs), a new framework for drawing causal inferences from structured data that is not independently and identically distributed. This approach leverages underlying sym…