1. HYBRID NETWORK OF HANDCRAFTED AND NON-HANDCRAFTED FEATURES FOR COMPUTER VISION CLASSIFICATION TASKS Open Access Author: Protivash, Prottay Title: HYBRID NETWORK OF HANDCRAFTED AND NON-HANDCRAFTED FEATURES FOR COMPUTER VISION CLASSIFICATION TASKS Area of Honors: Computer Engineering Keywords: CNNMachine LearningHybrid NetworkHandcrafted Features File: Download Protivash_Prottay_HYBRID_CNN.pdf Thesis Supervisors: John Morgan Sampson, Thesis SupervisorDr. Vijaykrishnan Narayanan, Thesis Honors Advisor
2. COMPARISON OF SIMILARITY FUNCTIONS FOR VECTOR AGGREGATION IN NETWORK REPRESENTATION LEARNING MODELS Open Access Author: Colom, Daniel A Title: COMPARISON OF SIMILARITY FUNCTIONS FOR VECTOR AGGREGATION IN NETWORK REPRESENTATION LEARNING MODELS Area of Honors: Computer Engineering Keywords: Machine LearningNeural NetworkInformation NetworkRepresentation LearningSimilarity Functions File: Download Daniel_Colom_Thesis.pdf Thesis Supervisors: Wang-Chien Lee, Thesis SupervisorDr. Jesse Louis Barlow, Thesis Honors Advisor
3. MODIFIED STOCHASTIC VARIANCE REDUCTION GRADIENT DESCENT ALGORITHM AND ITS APPLICATION Open Access Author: Fei, Cai Title: MODIFIED STOCHASTIC VARIANCE REDUCTION GRADIENT DESCENT ALGORITHM AND ITS APPLICATION Area of Honors: Industrial Engineering Keywords: Machine LearningGradient DescentMathematical OptimizationStochastic Gradient Descent File: Download Fei__Cai__Honors_Thesis_Final.pdf Thesis Supervisors: Tao Yao, Thesis SupervisorDr. Catherine Mary Harmonosky, Thesis Honors Advisor