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What Would Shannon Do? Bayesian Compression for DL
Published on Jul 27, 20175421 Views
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Chapter list
What would shannon do? bayesian compression for dl00:00
Motivation00:37
Motivation - 101:13
Motivation - Summary02:02
Practical view on compression 02:55
Practical view on compression - 104:20
Practical view on compression - 205:41
Practical view on compression - 306:48
Variational lower bound07:24
MDL principle and Variational Learning08:12
Variational lower bound - 108:34
Variational lower bound - 209:00
Practical view on compression - 410:39
Soft weight-sharing for NN compression10:51
Soft weight-sharing for NN compression - 112:45
Practical view on compression - 512:54
Bayesian Compression for Deep Learning13:07
Bayesian Compression for Deep Learning - 114:20
Bayesian Compression for Deep Learning - 215:08
Bayesian Compression for Deep Learning - 315:21
Bayesian Compression for Deep Learning - 415:45
Bayesian Compression for Deep Learning - 516:04
Questions16:12