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Hearing Aid Maker William Demant Trusts in Hearing Quality, Not Smart Features

U.S. News

COPENHAGEN (Reuters) - William Demant, the world's second largest hearing aid maker, said it would continue to focus on products that provide hearing quality rather than smart features, after it sold fewer devices than expected in the third quarter.


From Bandits to Experts: On the Value of Side-Observations

Neural Information Processing Systems

We consider an adversarial online learning setting where a decision maker can choose an action in every stage of the game. In addition to observing the reward of the chosen action, the decision maker gets side observations on the reward he would have obtained had he chosen some of the other actions. The observation structure is encoded as a graph, where node i is linked to node j if sampling i provides information on the reward of j. This setting naturally interpolates between the well-known experts'' setting, where the decision maker can view all rewards, and the multi-armed bandits setting, where the decision maker can only view the reward of the chosen action. We develop practical algorithms with provable regret guarantees, which depend on non-trivial graph-theoretic properties of the information feedback structure.


News Why do businesses need to see Through AI Holes that loop? HRTech Demand

#artificialintelligence

HRtech Demand is an online content publication platform which encourages HR technology users, decision makers, business leaders, and influencers by providing a unique environment for gathering and sharing information with respect to the latest demands in all the different emerging HR technologies that contribute towards successful and efficient business. Our platform encourages HR technology decision makers to share best practices which help them to do their jobs with greater accuracy and efficiency.


News Why do businesses need to see Through AI Holes that loop? AI-Demand

#artificialintelligence

AI-Demand is an online content publication platform which encourages Artificial Intelligence technology users, decision makers, business leaders, and influencers by providing a unique environment for gathering and sharing information with respect to the latest demands in all the different emerging AI technologies that contribute towards successful and efficient business. Our platform encourages AI technology decision makers to share best practices which help them to do their jobs with greater accuracy and efficiency.


IT budgets in Brazil to increase in 2018

ZDNet

Investments in private sector technology will continue to increase in Brazil this year, according to research.