Shweta BaranwalinTowards AIVariance Reduction in Causal InferenceMany firms, Facebook, Twitter, Google, conduct thousands of experiments every year to make data-driven business decisions, increasing the…Jan 10, 2022Jan 10, 2022
Shweta BaranwalinTowards AIUnderstanding GANsGAN (Generative Adversarial Networks) is a class of models where the images are translated from one distribution to another. GANs are…Aug 2, 2020Aug 2, 2020
Shweta BaranwalinThe StartupUnderstanding XLNetUnsupervised representation learning has been highly successful in the NLP domain. Models are pre-trained on the unsupervised tasks so…May 30, 2020May 30, 2020
Shweta BaranwalinTowards AIBERT for QuestionAnsweringFew months back I wrote a medium article on BERT which talked about its functionality and use-case and its implementation through…Mar 29, 2020Mar 29, 2020
Shweta BaranwalinTowards AIUnderstanding BERTBERT (Bidirectional Encoder Representations from Transformers) is a research paper published by Google AI language. Unlike previous…Feb 17, 20201Feb 17, 20201
Shweta BaranwalAttention Model: TransformersThe typical RNN transduction language model generates a sequence of hidden states ( say h(t)) which depends on previous state ( h(t-1))…Dec 20, 20191Dec 20, 20191