People
Welcom to our group page! Here we detail students working in the Mines Machine Learning and Intelligent Systems Lab (MMLIS - L)
Welcom to our group page! Here we detail students working in the Mines Machine Learning and Intelligent Systems Lab (MMLIS - L)
Current Students
Ph.D. Student in Data Science & Engineering
Dissertation: Multilinear Forecasting Methods in Dynamic Graph Analysis (with Kyle Caudle and Karen Braman - Mathematics)
Ph.D. Student in Data Science & Engineering
Dissertaion: Transfer Learning and Optimal Transport via Multilinear Models and Kolmogorov-Arnold Networks (KANs)
Alumni
Ph.D. in Data Science & Engineering
Dissertation: Multilinear Subspace Learning via Invertible Linear Transforms and Grassman Manifold Analysis (with Kyle Caudle and Karen Braman - Mathematics)
M.S. in Computer Science and Engineering
Thesis: Unsupervised Class Learning via Multilinear Subspace Selection (with Kyle Caudle and Karen Braman - Mathematics)
Undergraduate Research Student/M.S. in Computer Science and Engineering
Thesis: Temporal tensor factorizations and their application to time-series clustering
M.S. in Electrical Engineering
Project: Machine learning methods for novel material coatings and characterization
M.S. in Computer Science & Engineering
Thesis: Covert Video Analytics via Deep Learning Models
Undergraduate Research Student (2022)
Project: Multilinear methods for Covariance, Correlation, and Auto-Correlation (with Kyle Caudle & Karen Braman - Mathematics)
Undergraduate Research Student (2022)
Project: Population Obfuscation via Generative Adverserial Networks (with Kyle Caudle - Mathematics)
M.S. in Computer Science and Engineering (2021)
Thesis: Simultaneous Localization and Intelligent Mapping (SLIM) of Multi-Agent Systems (with Hadi Fekrmandi - Mechanical Engineering)
M.S. in Electrical Engineering (2020)
Thesis: Visual Reconstruction using Multi-Robot Collaboration
M.S. in Electrical Engineering (2019)
Thesis: Application of Image Segmentation for Bio-Foilm Analysis (with Ramana Ghadhamshetty - Civil Engineering)
Ph.D. in Mechanical Engineering (2018)
Dissertation: Control of Mixed-Conventional Braking Actuation Mobile Robots (with Mark Bedillion - Mechanical Engineering)
M.S. in Electrical Engineering (2014)
Thesis: Actuator Array Manipulator Manipulation using Low-Resolution Local Sensing (with Mark Bedillion - Mechanical Engineering)
M.S. in Electrical Engineering (2014)
Thesis: Subspace Methods for Object Recognition Using a Tensor Framework (with Karen Braman - Mathematics)
M.S. in Electrical Engineering (2012)
Thesis: An Autonomous UAV/UGV Formation Team for Computer Vision Feedback Applications
M.S. in Electrical Engineering (2012)
Thesis: CLAM: Collaborative Localization and Mapping using Fiducials and Exchangable Range Sensing