36 citations · 53 across the 4 of their papers we have counts for
4 papers
Distinct mechanisms underlying in-context learning in transformers
Cole Gibson, Wenping Cui, Gautam Reddy
Modern distributed networks, notably transformers, acquire a remarkable ability (termed `in-context learning') to adapt their computation to input statistics, such that a fixed net…
Energy-positive soaring using transient turbulent fluctuations
Danyun He, Gautam Reddy, Chris H. Rycroft
Soaring birds gain energy from stable ascending currents or shear. However, it remains unclear whether energy loss due to drag can be overcome by extracting work from transient tur…
Receptor crosstalk improves concentration sensing of multiple ligands
Martin Carballo-Pacheco, Jonathan Desponds, Tatyana Gavrilchenko +5
Cells need to reliably sense external ligand concentrations to achieve various biological functions such as chemotaxis or signaling. The molecular recognition of ligands by surface…
Infomax strategies for an optimal balance between exploration and exploitation
Gautam Reddy, Antonio Celani, Massimo Vergassola
Proper balance between exploitation and exploration is what makes good decisions, which achieve high rewards like payoff or evolutionary fitness. The Infomax principle postulates t…