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cs.LG2026
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…
cs.LG2016★ 17 cited
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…