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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Exponential-min and Gumbel-max tricks for sampling from a multinomial distribution by taking the argmin and argmax.
A brief overview of various techniques in recent language model (LM) literatures including AWD LM, the use of cache, dynamic evaluation, other memory-based n...
A short list of resources and topics covering the essential quantitative tools for data scientists, AI/machine learning practitioners, quant developers/resea...
A literature survey of recent papers on Neural Variational Inference (NVI) and its application in topic modeling.
A high-level summary of various generative models including Variational Autoencoders (VAE), Generative Adverserial Networks (GAN), and their notable extentio...
A quick walk-through of Expectation-Maximization (EM) algorithm.
Summary and examples of CLT.
A list of high-quality blogs on machine learning, artificial intelligence and deep learning topics that I have learned something from.
A list of resources for Natural Lauguage Processing (NLP), mostly with deep learning.
Tool related notes