Étiquette : machine learning (Page 5 of 10)

« The process of mathematically defining “fair” decision-making metrics also forces us to pin down tradeoffs between fairness and accuracy that must be faced and have sometimes been swept under the carpet by policy-makers. It makes us rethink what it really means to treat all groups equally—in some cases equal treatment may only be possible by learning different group-specific criteria.There is an entirely new field emerging at the intersection of computer science, law, and ethics. It will not only lead to fairer algorithms, but also to algorithms which track accountability, and make clear which factors contributed to a decision. There’s much reason to be hopeful! » – Jennifer T. Chayes.

Source : How Machine Learning Advances Will Improve the Fairness of Algorithms | HuffPost

Deep learning software for colorizing black and white images with a few clicks.

« The method they developed to beat Ms. Pac-Man could be used to help a company’s sales organization make precise predictions about which potential customers to target at a particular time or on a particular day. The system could use multiple agents, each representing one client, with a top agent weighing factors such as which clients are up for contract renewal, which contracts are worth the most to the company and whether the potential customer is typically in the office that day or available at that time » – Rahul Mehrotra.

Source : Divide and conquer: How Microsoft researchers used AI to master Ms. Pac-Man – Next at Microsoft

Amazon Echo Look

« Style Check keeps your look on point using advanced machine learning algorithms and advice from fashion specialists. Submit two photos for a second opinion on which outfit looks best on you based on fit, color, styling, and current trends. Over time, these decisions get smarter through your feedback and input from our team of experienced fashion specialists ».

Que dire… !

Source : Introducing Echo Look – Hands-Free Camera and Style Assistant

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