Week 3

relevant reading

interested in the ties between machine learning and statistical mechanics / information theory

• therML from Google research
• Statistical mechanics of deep learning from condensed matter journal review
• blogpost on statistical mechanics and deep learning
• machine learning for physicists - crash course textbook on ML for physicists
• free energy principle for representation learning

Problem Set 3

Feburary 24th

all problems from Chapter 4: Information Theory