People

Nikolay Laptev

Research Scientist

I currently work on Real Time Machine Learning at Facebook. Prior to joining Facebook, 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

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

ACM SIGMETRICS - June 8, 2020

AnoGen: Deep Anomaly Generator

Nikolay Laptev

ODD Workshop 2018 - November 27, 2018