research
∙
04/16/2023
A Field Test of Bandit Algorithms for Recommendations: Understanding the Validity of Assumptions on Human Preferences in Multi-armed Bandits
Personalized recommender systems suffuse modern life, shaping what media...
share
research
∙
05/07/2021
Generalising Multilingual Concept-to-Text NLG with Language Agnostic Delexicalisation
Concept-to-text Natural Language Generation is the task of expressing an...
research
∙
04/29/2020
Generating Safe Diversity in NLG via Imitation Learning
Deep-learning models for language generation tasks tend to produce repet...
research
∙
10/02/2019
Accelerating Deep Learning by Focusing on the Biggest Losers
This paper introduces Selective-Backprop, a technique that accelerates t...
research
∙
05/24/2019
Scaling Video Analytics on Constrained Edge Nodes
As video camera deployments continue to grow, the need to process large ...
research
∙
12/10/2018