Smarter Warehouse
Nikolay Laptev, Wenbo Tao, Caner Komurlu, Jason Xu, Deke Sun, Thomas C.H. Lux, Luo Mi
People
Nikolay Laptev
Research Scientist
I currently work on Real Time Machine Learning at Meta. Prior to joining Meta, I worked on ranking and personalization at Yahoo! Research and built Deep Learning models for time-series at Uber. I completed my PhD in Computer Science at UCLA and a Postdoc at Stanford.
Interests
Large scale and distributed machine learning.
Latest Publications
International Workshop on Self-Managing Database Systems (SMDB) at ICDE - 2022
Fast Dimensional Analysis for Root Cause Investigation in a Large-Scale Service Environment
Fred Lin, Keyur Muzumdar, Nikolay Laptev, Mihai-Valentin Curelea, Seunghak Lee, Sriram Sankar
AnoGen: Deep Anomaly Generator
Nikolay Laptev