Paarth bhatnagarAttacking Machine Learning models: The Fast Gradient Sign Method.“Adversaries” literally means one’s opponent in a contest, in the case of machine learning models, noisy data can often act like this…Feb 8, 20231Feb 8, 20231
Paarth bhatnagarFrom Projections to The Principal Component AnalysisThe occurrence of an event might not be always explained by all the factors associated with it. The event might have occurred only due to a…Apr 27, 2022Apr 27, 2022
Paarth bhatnagarHow to retrieve a number — really, really fast.Let’s say you are given a bunch of random numbers and for some reason, someone asks you to find the 4th smallest number amongst them. A…Nov 26, 20211Nov 26, 20211
Paarth bhatnagarAn introduction to Markov’s and Chebyshev’s Inequality.It’s normal as a living creature to encounter inequalities, one might overpower another, one might outwit another, there are numerous…Sep 27, 20212Sep 27, 20212
Paarth bhatnagarCosine Similarity — yet another mathematical jargon in our daily lives?It might go unnoticed in one’s eye how all these online services popping nowadays tend to get better and better at suggesting to us the…Sep 22, 20211Sep 22, 20211
