CS 391D Data Mining: A Mathematical Perspective

Projects for CS 391D (Spring 2020)

Project Suggestions:

Projects:

Comprehensive Understanding of Double Descent

Members: Anish Acharya, Rudrajit Das

Delving into Various MIPS on Transformers

Members: Jeffrey Cochran

Adversarial Attacks and Defenses on Neural Networks

Members: Fnu Devvrit, Surya S Dwivedi, Prabal Vashisht

Medical Prediction with Transformers and Representation Learning

Members: Maria Fabiano, Hailey Hultquist, Geetali Tyagi

Implementation of cycleGAN and Beyond

Members: Qi Huang, Zhiwen Qiang

Investigating transformer model BERT

Members: Michael Li, Shijing Zhong

Self-supervised Visual Priors for Softmax Classification

Members: Ishan Nigam

Machine Learning on Large-scale Highly Configurable Systems

Members: Jeho Oh, Oleg Zilman