Benchmarking Model and Hardware Architectures
6.5931: Hardware for Deep Learning, Spring 2024
Class Projects
Controlled FastComposer
6.5940: TinyML and Efficient Deep Learning, Fall 2023
The Slepian-Wolf Theorem and Error Probabilities in Correlated Sources
18.424: Seminar in Information Theory, Fall 2023
Somos Sequences and the Cube Recurrence
18.204: Seminar in Discrete Mathematics, Spring 2023
Noisy-channel Bayesian Inference in Mandarin Listening Tasks
9.66: Computational Cognitive Science, Fall 2022
Impact of Simplex Equiangular Tight Frames on Intermediate Neural Collapse and Effective Depth in Deep Neural Networks
9.520: Statistical Learning Theory, Fall 2023
Interaction-Based Material Recognition with Multimodal Audio-Visual Datasets
6.869: Machine Vision, Spring 2022
Degree Distribution Bias in Graph Neural Networks
6.867: Machine Learning, Fall 2021