Hossein Hosseini

Learning Temporal Dependence from Time-Series Data with Latent Variables

2016

We consider the setting where a collection of time series, modeled as random processes, evolve in a causal manner, and one is interested in learning the graph governing the relationships of these processes. A special …

Google's Cloud Vision API is Not Robust to Noise

2017

Google has recently introduced the Cloud Vision API for image analysis. According to the demonstration website, the API "quickly classifies images into thousands of categories, detects individual objects and faces within images, and finds and …