Pratyush SinhaRepresentation Learning and Self-SupervisionAll Models in machine learning try to implicitly learn the ‘appropriate’ representation of data points. A data point could be a sentence …Sep 24, 2019Sep 24, 2019
Pratyush SinhaCustomer Profiling withVariational Auto-encoderAt Fastforward.ai , We build bots to manage customer journeys for end user within social media such as facebook messenger , Viber etc for…Aug 20, 2019Aug 20, 2019
Pratyush SinhaSelf Supervision in TextSelf supervision is a way of training models to learn self referential structures. And it is pretty successful.Mar 13, 2019Mar 13, 2019
Pratyush SinhaBuilding a healthcare chatbot from scratch.Objective: Recommend life - style videos based on dialogue with the userMar 8, 2019Mar 8, 2019
Pratyush SinhaProbabilistic Decoder- Learning with less data!Deep learning systems are sneaky. The patterns deep learning systems learn to do well on a seemingly complex task, can be surprisingly…Feb 21, 2019Feb 21, 2019