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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...
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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...
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04/29/2020
Generating Safe Diversity in NLG via Imitation Learning
Deep-learning models for language generation tasks tend to produce repet...
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10/02/2019
Accelerating Deep Learning by Focusing on the Biggest Losers
This paper introduces Selective-Backprop, a technique that accelerates t...
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05/24/2019
Scaling Video Analytics on Constrained Edge Nodes
As video camera deployments continue to grow, the need to process large ...
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12/10/2018
