2 papers
nlin.AO2025
Topological Flux on a Context Manifold Generates Nonreciprocal Collective Dynamics
Jyotiranjan Beuria, Venkatesh H. Chembrolu
Non-reciprocal interactions, where the influence of agent on differs from that of on , are fundamental in active and living matter. Yet, most models implement such a…
cs.LG2024
Effective Confidence Region Prediction Using Probability Forecasters
David Lindsay, Sian Lindsay
Confidence region prediction is a practically useful extension to the commonly studied pattern recognition problem. Instead of predicting a single label, the constraint is relaxed…