8 citations · 29 across the 13 of their papers we have counts for
13 papers
Greykite: Deploying Flexible Forecasting at Scale at LinkedIn
Reza Hosseini, Albert Chen, Kaixu Yang +5
Forecasts help businesses allocate resources and achieve objectives. At LinkedIn, product owners use forecasts to set business targets, track outlook, and monitor health. Engineers…
Quantum Bohmian Inspired Potential to Model Non-Gaussian Events and the Application in Financial Markets
Reza Hosseini, Samin Tajik, Zahra Koohi Lai +3
We have implemented quantum modeling mainly based on Bohmian Mechanics to study time series that contain strong coupling between their events. We firstly propose how compared to no…
A flexible forecasting model for production systems
Reza Hosseini, Kaixu Yang, Albert Chen +1
This paper discusses desirable properties of forecasting models in production systems. It then develops a family of models which are designed to satisfy these properties: highly cu…
Model selection for count timeseries with applications in forecasting number of trips in bike-sharing systems and its volatility
Alireza Hosseini, Reza Hosseini
Forecasting the number of trips in bike-sharing systems and its volatility over time is crucial for planning and optimizing such systems. This paper develops timeseries models to f…
Unbiased variance reduction in randomized experiments
Reza Hosseini, Amir Najmi
This paper develops a flexible method for decreasing the variance of estimators for complex experiment effect metrics (e.g. ratio metrics) while retaining asymptotic unbiasedness.…
An objective look at obtaining the plotting positions for QQ-plots
Reza Hosseini, Akimichi Takemura
Choosing the plotting positions for the QQ-plot has been a subject of much debate in the statistical and engineering literature. This paper looks at this problem objectively by con…