SKA’s Web
November 14, 2021
130

# 宝くじ仮説の話を少し / LT Lottery Ticket Hypothesis

Python機械学習勉強会 in 新潟のLTの資料です。深層学習の「宝くじ仮説」について少しだけ話します。

## SKA’s Web

November 14, 2021

## Transcript

2. ### ࢿྉͷϦϯΫͱࢀߟจݙ 2 IUUQTTQFBLFSEFDLDPNTLBTXFCMUMPUUFSZUJDLFUIZQPUIFTJT ࢀߟจݙ ɾIUUQTEFFQTRVBSFKQMPUUFSZUJDLFU ɾIUUQTMBCPSPBJBDUJWJUZDPMVNOFOHJOFFSๅ͘͡Ծઆ ݩ࿦จ ɾJonathan Frankle, Michael

Carbin, “The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks”, cs.LG : 1803.03635, ICLR 2019 ɾ5JBOMPOH\$IFO +POBUIBO'SBOLMF 4IJZV \$IBOH 4JKJB -JV :BOH;IBOH  ;IBOHZBOH 8BOH .JDIBFM\$BSCJO l5IF-PUUFSZ5JDLFU)ZQPUIFTJTGPS1SFUSBJOFE#&35/FUXPSLTz

ˠ ·ͨࠓ౓ͳʂ
10. ### ࢿྉͷϦϯΫͱࢀߟจݙ 10 IUUQTTQFBLFSEFDLDPNTLBTXFC΄͛΄͛ ࢀߟจݙ ɾIUUQTEFFQTRVBSFKQMPUUFSZUJDLFU ɾIUUQTMBCPSPBJBDUJWJUZDPMVNOFOHJOFFSๅ͘͡Ծઆ ݩ࿦จ ɾJonathan Frankle, Michael

Carbin, “The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks”, cs.LG : 1803.03635, ICLR 2019 ɾ5JBOMPOH\$IFO +POBUIBO'SBOLMF 4IJZV \$IBOH 4JKJB -JV :BOH;IBOH  ;IBOHZBOH 8BOH .JDIBFM\$BSCJO l5IF-PUUFSZ5JDLFU)ZQPUIFTJTGPS1SFUSBJOFE#&35/FUXPSLTz