Neural networks training – Lottery ticket hypothesis

lottery hypothesis   Dan lottery 42

The lottery ticket hypothesis extends a long line of work in neural network pruning, a technique proposed in as early as 1990 by LeCun et al

The Lottery Ticket Hypothesis is the ultimate representation of the 80–20 principle in Deep Learning It posits that within randomly The Lottery Ticket Hypothesis · Initialize the neural network · Train it to convergence · Prune the smallest magnitude weights by creating a mask

hot patrick slot The recently proposed Lottery Ticket Hypothesis · falls in this category According to LTH, an over-parameterized network con- tains sparse sub Abstract The strong Lottery Ticket Hypothesis claims the existence of a subnetwork in a sufficiently large,