Theoretical formalism of machine learning

Accession Number	T 4854
Call Number
Research Scholar	Blesson George
Guide	Ninan Sajeeth Philip
Year	2023
Centre of Research	Department of Physics, St. Thomas College, Kozhencherry
Scholar Address	Naduvilemuriyil, Pariyaram P.O, Elanthur, Pathanamthitta - 689 643
Guide Address	Associate Professor, Department of Physics, St. Thomas College, Kozhencherry
Branch of Study	Physics
Keywords	Theoretical formalism of machine learning Machine Learning Data in Machine Learning Optimization in Machine Learning ML model parameters Empirical Risk Minimization Feedback Mechanism Machine learning in Images Bayesian formalism Cognition Similarity based classification Natural language processing Similarity index Image segmentation Clustering Pixel level connections Meaningful features Semantic segmentation Discrimination based classification Discriminative patterns Discriminative features Structural patterns Convolutional Neural Networks (CNN) Conditional Independence Naive Bayesian Classifiers Difference boosting Visual recognition TEM Image Protein studies CASSPER Training data generation Training Process Pre-processing Network Architecture Uniform Pipeline Noise Generalization ability Cross Model Code availability Enhanced Difference Boosting Neural Network Basic Definitions Bayesian Classifiers Joint connections