September 19, 2020

[D] what are some best practices followed in training and experiments management in deepmind, microsoft and facebook?

what kind of experiments management tools and best practices are followed by research groups in universities and organizations like google, and facebook? coding and training deep […]
September 19, 2020

[D] How does ML handle non-iid data and random effects such as variations due to batch, over time, etc?

Im from a biostat background and in the classical world we have things like GLMMs and Time series ARIMA models for the residuals. I’ve only taken […]
September 20, 2020

[D] Is it best to only read papers from journals/conferences and avoid arxiv as a beginner?

I have been trying to keep up with reading papers in an area of ML. I worry that reading arxiv papers as a beginner can have […]
September 20, 2020

[R] A Systematic Characterization of Sampling Algorithms for Open-ended Language Generation

Hey everyone! Excited to announce “A Systematic Characterization of Sampling Algorithms for Open-ended Language Generation”, published at AACL 2020. Sampling from a language model is a […]