SHAMIT BAGCHIThe Case for Federated Quantum Machine LearningFollowing significant investment, the development of quantum computers has started to pick up steam and there are now different forms of…5 min read·Sep 21, 2022----
SHAMIT BAGCHIinDataDrivenInvestorArtificial Neural Networks & their Activation FunctionsArtificial Neural Networks are used to approximate an unknown function and only function value at some points are given. Task is to learn…2 min read·Nov 18, 2018----
SHAMIT BAGCHIUnderstanding Deep Learning through Energy LandscapesA convex optimization problem is a problem where all of the constraints are convex functions, and the objective is a convex function if…4 min read·Nov 17, 2018--3--3
SHAMIT BAGCHIDeep Generative Models & Unsupervised Machine LearningThe recent Mini-Symposium on Deep Generative Models and Unsupervised Machine Learning conducted by Amsterdam Data Science was quite…6 min read·Oct 25, 2017--1--1
SHAMIT BAGCHIProcess Workflow Automation with Intelligent Document ManagementDocuments are paper or digital trails that processes generate and that other processes need in order to coordinate and co-operate. An…9 min read·Aug 28, 2017----
SHAMIT BAGCHIText & Semantic Analysis — Machine Learning with PythonIn machine learning, semantic analysis of a corpus (a large and structured set of texts) is the task of building structures that…3 min read·Jan 22, 2017--1--1
SHAMIT BAGCHI4Cs of Intelligent Document ManagementComplex adaptive systems (CAS) can be modeled using ‘agent based models’ — ABMs. Such systems comprise of several individual agents and…4 min read·Jan 12, 2017----