353 citations · 353 across the 4 of their papers we have counts for
4 papers
Deep and Confident Prediction for Time Series at Uber
Lingxue Zhu, Nikolay Laptev
Reliable uncertainty estimation for time series prediction is critical in many fields, including physics, biology, and manufacturing. At Uber, probabilistic time series forecasting…
Online Article Ranking as a Constrained, Dynamic, Multi-Objective Optimization Problem
Jeya Balaji Balasubramanian, Akshay Soni, Yashar Mehdad +1
The content ranking problem in a social news website, is typically a function that maximizes a scalar metric of interest like dwell-time. However, like in most real-world applicati…
Rank-to-engage: New Listwise Approaches to Maximize Engagement
Swayambhoo Jain, Akshay Soni, Nikolay Laptev +1
For many internet businesses, presenting a given list of items in an order that maximizes a certain metric of interest (e.g., click-through-rate, average engagement time etc.) is c…
Early Accurate Results for Advanced Analytics on MapReduce
Nikolay Laptev, Kai Zeng, Carlo Zaniolo
Approximate results based on samples often provide the only way in which advanced analytical applications on very massive data sets can satisfy their time and resource constraints.…