Ishan ShrivastavainGumGum Tech BlogImproving Inference Speeds of Transformer ModelsWe look at various techniques we considered using at GumGum in order to build faster Deep Learning models.May 28, 20212May 28, 20212
Ishan ShrivastavainGumGum Tech BlogHandling Class Imbalance by Introducing Sample Weighting in the Loss Function“Nobody is Perfect” This quote not just applies to us humans but also the data that surrounds us. Any data science practitioner needs to…Dec 17, 20203Dec 17, 20203
Ishan ShrivastavainGumGum Tech BlogDescriptive Language Understanding to Identify Potential Bias in TextThe world we live in is not a just world. It is infected by different kinds of bias, be it Gender Bias or Racial Bias. More recently, the…Sep 3, 2020Sep 3, 2020
Ishan ShrivastavainGumGum Tech BlogExploring Different Keyword Extractors — Evaluation Metrics and StrategiesIt is of extreme importance that one understands the different evaluation metrics and when to use them. Evaluating your model on…Jul 14, 20201Jul 14, 20201
Ishan ShrivastavainGumGum Tech BlogExploring Different Keyword Extractors — Graph Based ApproachesContinuing the series of blogs on different keyword extractors, this blog brings us to the Graph Based approaches. We will cover what…May 21, 2020May 21, 2020
Ishan ShrivastavainGumGum Tech BlogExploring Different Keyword Extractors — Statistical ApproachesExploring Different Keyword Extractors is an ongoing series which contains a total of three blogs. This blog is the first in this series…May 11, 2020May 11, 2020
Ishan ShrivastavainGumGum Tech BlogAnalyzing the Impact of Covid-19In this blog we will look at the impact of Covid-19 based on GumGum’s publisher network from January 10th 2020 to April 8th 2020. I…May 5, 2020May 5, 2020