🔖 Tag:

survey

(5)

RecSys 2020 - Takeaways and Notable Papers

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

NLP for Supervised Learning - A Brief Survey

Examining the broad strokes of NLP progress and comparing between models

16 Aug 2020  ·  21 min  ·  machinelearning deeplearning nlp survey

My Notes From Spark+AI Summit 2020 (Application-Specific Talks)

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

My Notes From Spark+AI Summit 2020 (Application-Agnostic Talks)

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

Serendipity: Accuracy’s Unpopular Best Friend in Recommenders

What I learned about measuring diversity, novelty, surprise, and serendipity from 10+ papers.

26 Apr 2020  ·  10 min  ·  recsys machinelearning survey