Plans for the week of March 10-14_澳门葡京手机版app下载

mhjensen
2025-03-10T11:07:30.312Z
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www.uio.no

Plans for the week of March 10-14

Dear all, we hope you've had an excellent start of the week, and a pleasant weekend.

This week, the first part of the lecture is an attempt at wrapping up our discussion of RNNs and introduce LSTMs (long short time memory).

After that, the second part introduces now a new method, the so-called Autoencoders. In this connection we need also to discuss a famous methods for reducing the dimensionality of the problems at hand, the Principal Component Analysis, or just PCA. The reason for this is that we can show that a linear autoencoder corresponds to us performing a PCA reduction.

The slides this week are somewhat dense, and most likely a good fraction of these will be used next week as well. I may add corrections during the coming days as well.

Plans for the week March 10-14

1. RNNs and discussion of Long-Shor...