69 citations · 74 across the 7 of their papers we have counts for
Showing 2023Show all
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cs.LG2023★ 1 cited
Reset It and Forget It: Relearning Last-Layer Weights Improves Continual and Transfer Learning
Lapo Frati, Neil Traft, Jeff Clune +1
This work identifies a simple pre-training mechanism that leads to representations exhibiting better continual and transfer learning. This mechanism -- the repeated resetting of we…
q-bio.PE2023★ 2 cited
Coping with seasons: evolutionary dynamics of gene networks in a changing environment
Csenge Petak, Lapo Frati, Melissa H. Pespeni +1
In environments that vary frequently and unpredictably, bet-hedgers can overtake the population. Diversifying bet-hedgers have a diverse set of offspring so that, no matter the con…