PinnedJagannath RajagopalA brief, partly-known history of Hero Methods: Why I built KadoYou know, when I first wrote this down, I was told it was too long. Apparently, one needs a sound-bite these days. Something brief, catchy…Aug 12, 2022Aug 12, 2022
PinnedJagannath RajagopalWhat are Hero Methods?Advanced computational methods, and I‘ll refer to them as Hero methods from here on, help us solve complex, nonlinear problems…Jul 18, 2022Jul 18, 2022
Jagannath RajagopalDisaster Recovery Planning in the Supply Chain — an AI problem?On March 17, 2000, a factory fire at a Philips Microchip plant affected two companies simultaneously — Nokia and Ericsson. Ericsson…Oct 19, 2022Oct 19, 2022
Jagannath RajagopalImagining small worlds: MicrosimulationThe name for a family of simulations where individual units matter. People, cars, companies, households etc.Sep 28, 2022Sep 28, 2022
Jagannath RajagopalBig Leaps First: What to do when your ML model failsWhen your current ML architecture does not work, what next?Sep 19, 2022Sep 19, 2022
Jagannath RajagopalMarrying Neural Nets with Symbolic AI: Neurosymbolic modelsA few years back, nVidia made an announcement that a computer beat a human for the first time at the task of image recognition. The…Sep 16, 2022Sep 16, 2022
Jagannath RajagopalA compelling Paradigm in AI: Generative DesignGenerative Design (GD) is a paradigm in which traditional design is carried out in collaboration with a computer system. Unlike a delegate…Sep 15, 2022Sep 15, 2022
Jagannath RajagopalProbabilistic Programming — A gentle IntroProbabilistic Programming = Probabilistic Modelling as a Computer ProgramSep 7, 2022Sep 7, 2022
Jagannath RajagopalMachine Learning is NOT Artificial IntelligenceWhen building an ML model, you may want to think about whether it’s for something specific or general. In NLP, the task may be…Sep 2, 20221Sep 2, 20221
Jagannath RajagopalA domain adjacent to Machine Learning — Principle Driven ProblemsOne aspect of grad school I still find memorable was the emphasis on Operations Research, Systems Engineering and real world application…Sep 1, 2022Sep 1, 2022