Teaching
Spring 2024, CSCI-GA 3033 Mathematics of Deep Learning Course Website
Fall 2022, DS-GA-1005, CSCI-GA.2569 (Courant+CDS, NYU), Inference and Representation, Course Website
Spring 2022, CSCI-GA.3033 Mathematics of Deep Learning Course Website
Fall 2021, Deep Learning Course Website
Spring 2021, CSCI-GA.3033 Mathematics of Deep Learning Course Website
Fall 2020, DS-GA-1005, CSCI-GA.2569 (Courant+CDS, NYU), Inference and Representation, Course Website
Spring 2020, CSCI-GA.3033 (Courant+CDS, NYU): Mathematics of Deep Learning Course Website
Spring 2019, CSCI-GA.3033 (Courant+CDS, NYU): Mathematics of Deep Learning Lecture Notes
Fall 2018, DS-GA-1005, CSCI-GA.2569 (Courant+CDS, NYU): Inference and Representations Materials
Spring 2018, CSCI-GA.3033 (Courant+CDS, NYU): Mathematics of Deep Learning Materials
Fall 2017, DS-GA-1005, CSCI-GA.2569 (Courant+CDS, NYU): Inference and Representations Materials
Fall 2016,DS-GA-1005, CSCI-GA.2569 (Courant+CDS, NYU): Inference and Representations Materials
Spring 2016, Stats 212b (UC Berkeley): Topics on Deep Learning Materials
Fall 2015, Stats 153 (UC Berkeley): Introduction to Time Series Materials
Spring 2015, Stats 135 (UC Berkeley): Concepts of Statistics (Mathematical Statistics) Materials