survey
(5)Emphasis on bias, more sequential models & bandits, robust offline evaluation, and recsys in the wild.
27 Sep 2020 · 15 min · machinelearning deeplearning recsys production survey
Examining the broad strokes of NLP progress and comparing between models
16 Aug 2020 · 21 min · machinelearning deeplearning nlp survey
Part II of the previous write-up, this time on applications and frameworks of Spark in production
05 Jul 2020 · 14 min · machinelearning deeplearning spark production survey
Sharing my notes & practical knowledge from the conference for people who don't have the time.
28 Jun 2020 · 10 min · machinelearning deeplearning spark survey
What I learned about measuring diversity, novelty, surprise, and serendipity from 10+ papers.
26 Apr 2020 · 10 min · recsys machinelearning survey