129 citations · 848 across the 73 of their papers we have counts for
9 papers · 1 filter
Quantile Propagation for Wasserstein-Approximate Gaussian Processes
Rui Zhang, Christian J. Walder, Edwin V. Bonilla +2
Approximate inference techniques are the cornerstone of probabilistic methods based on Gaussian process priors. Despite this, most work approximately optimizes standard divergence…
Adaptively selecting occupations to detect skill shortages from online job ads
Nik Dawson, Marian-Andrei Rizoiu, Benjamin Johnston +1
Labour demand and skill shortages have historically been difficult to assess given the high costs of conducting representative surveys and the inherent delays of these indicators.…
Modeling Information Cascades with Self-exciting Processes via Generalized Epidemic Models
Quyu Kong, Marian-Andrei Rizoiu, Lexing Xie
Epidemic models and self-exciting processes are two types of models used to describe diffusion phenomena online and offline. These models were originally developed in different sci…
Estimating Attention Flow in Online Video Networks
Siqi Wu, Marian-Andrei Rizoiu, Lexing Xie
Online videos have shown tremendous increase in Internet traffic. Most video hosting sites implement recommender systems, which connect the videos into a directed network and conce…
Motorway Traffic Flow Prediction using Advanced Deep Learning
Adriana-Simona Mihaita, Haowen Li, Zongyang He +1
Congestion prediction represents a major priority for traffic management centres around the world to ensure timely incident response handling. The increasing amounts of generated t…
Transfer Learning for Hate Speech Detection in Social Media
Lanqin Yuan, Tianyu Wang, Gabriela Ferraro +2
Today, the internet is an integral part of our daily lives, enabling people to be more connected than ever before. However, this greater connectivity and access to information incr…