We propose a Doppler velocity-based cluster and velocity estimation algo...
We consider the problem of semantic matching in product search: given a
...
Recent works on Binary Neural Networks (BNNs) have made promising progre...
Tree-based models underpin many modern semantic search engines and
recom...
Many challenging problems in modern applications amount to finding relev...
Convolutional Neural Networks (CNNs) have been widely used in many field...
FPGAs have shown great potential in providing low-latency and
energy-eff...
Extreme multi-label classification (XMC) aims to assign to an instance t...
Complex performance measures, beyond the popular measure of accuracy, ar...
The goal of a recommendation system is to predict the interest of a user...
In this paper, we consider parameter recovery for non-overlapping
convol...
In this paper, we consider regression problems with one-hidden-layer neu...
We present a framework and analysis of consistent binary classification ...
Given a symmetric nonnegative matrix A, symmetric nonnegative matrix
fac...
We consider the class of optimization problems arising from computationa...