Teaching

I have been a TA for CNS 187: Neural Computation (2015 & 2016) as well as CS 159: Special Topics in Machine Learning (2019). I have also given a series of guest lectures in CS 155: Machine Learning & Data Mining (2017 - 2019).

2015

CNS 187:
Convolutional Neural Networks
slides

2016

CNS 187:
Convolutional Neural Networks
slides

Special Topics: Biological Inspiration
slides

2017

CS 155:
Deep Learning Part I: Neural Networks
slides, video: 1 2

Deep Learning Part II: CNNs & RNNs
slides, video: 1 2

2018

CS 155:
Deep Learning Part I: Neural Networks
slides, video

Deep Learning Part II: CNNs & RNNs
slides, video

Deep Learning Part III: Deep Generative Models
slides, video

2019

CS 155:
Deep Learning Part I: Neural Networks
slides, video

Deep Learning Part II: CNNs & RNNs
slides, video

Deep Learning Part III: Deep Generative Models
slides, video

CS 159:
Introduction to Deep Generative Models
slides

Maximum Likelihood and Latent Variable Models
slides

CS 295 (UC Irvine):
Deep Sequential Latent Variable Models
slides