Deconstructing Lottery Tickets: Zeros, Signs, and the Supermask

the lottery ticket hypothesis
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Essentially, the hypothesis states that a neural network contains a smaller subset of weights that can perform as well or better as the network it is contained

○ The Lottery Ticket Hypothesis ○ Implications and Limitations ○ A few more recent results Page 3 x1 x2 x3 xn w1 wn y = + b0 Loss Function MSE = (y

the secret of ba slot A presentation from the 2022 Artificial Intelligence Researchers Association Conference For more

the poker players alliance tl;dr: The author states the lottery ticket hypothesis: A randomly-initialized, dense neural network contains a sub-network that is initialized such that