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