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Projects

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