IE 588 - Agent Based Modeling and Simulation

• Research Project: El Farol Problem Revisited

EE550 - Artificial Neural Networks

• Recursive Least Mean Squares
• Multi Layer Perceptron Model
• Competitive Neural Network

CmpE 565 - Autonomous Robots

• Obstacle Avoidance

MATH 432 - Complex Analysis

• Research Project: Complex-valued Neural Networks

CSE 551 - Computational Methods

• Online K-means using PySpark & Word2Vec

CmpE 597 - Deep Learning

• Research Project: Deep Recurrent Attentive Writer (DRAW)

CmpE 561 - Natural Language Processing

• Author Identification using Naive Bayes and Support Vector Machines
• Part of Speech Tagging using Viterbi Algorithm
• Research Project: Text Summarization using Latent Semantic Analysis

CmpE 58Y - Robot Learning

• Affordane Learning
• Temporal Difference Learning