18 citations · 20 across the 5 of their papers we have counts for
5 papers
A Conservation Law for Equilibrium Propagation and Coupled Learning
Joshua A. McGinnis, Adam G. Kline, Yoichiro Mori
In this paper we show that the physical learning methods known as coupled learning (CL) and equilibrium propagation (EP) conserve a mass-like quantity in the trainable parameters i…
Information Synergy Maximizes the Growth Rate of Heterogeneous Groups
Jordan T Kemp, Adam G Kline, Luís MA Bettencourt
Collective action and group formation are fundamental behaviors among both organisms cooperating to maximize their fitness, and people forming socioeconomic organizations. Research…
Multi-Relevance: Coexisting but Distinct Notions of Scale in Large Systems
Adam G. Kline, Stephanie E. Palmer
Renormalization group (RG) methods are emerging as tools in biology and computer science to support the search for simplifying structure in distributions over high-dimensional spac…
Gaussian Information Bottleneck and the Non-Perturbative Renormalization Group
Adam G. Kline, Stephanie E. Palmer
The renormalization group (RG) is a class of theoretical techniques used to explain the collective physics of interacting, many-body systems. It has been suggested that the RG form…
Precision measurement of tribocharging in acoustically levitated sub-millimeter grains
Adam G. Kline, Melody Xuan Lim, Heinrich M. Jaeger
Contact electrification of dielectric grains forms the basis for a myriad of physical phenomena. However, even the basic aspects of collisional charging between grains are still un…