Driver Identification Using Automobile Sensor Data from a Single Turn

no code implementations • 9 Jun 2017 • David Hallac, Abhijit Sharang, Rainer Stahlmann, Andreas Lamprecht, Markus Huber, Martin Roehder, Rok Sosic, Jure Leskovec

In this paper, we propose a method to predict, from sensor data collected at a single turn, the identity of a driver out of a given set of individuals.

Driver Identification Navigate +2

Recurrent and Contextual Models for Visual Question Answering

no code implementations • 23 Mar 2017 • Abhijit Sharang, Eric Lau

We propose a series of recurrent and contextual neural network models for multiple choice visual question answering on the Visual7W dataset.

Multiple-choice Question Answering +1

Using machine learning for medium frequency derivative portfolio trading

no code implementations • 19 Dec 2015 • Abhijit Sharang, Chetan Rao

We use machine learning for designing a medium frequency trading strategy for a portfolio of 5 year and 10 year US Treasury note futures.

BIG-bench Machine Learning General Classification