Media
Deep Learning for Recommender Systems – eBay Tech Berlin
Finding a car that fits your preferences can be a very time-consuming task and may drive you crazy. On the other hand, with approximately 1.5 million cars on our platform, vehicle descriptions that are constantly changing and users that are still exploring may also drive us as the solution provider crazy. Under these circumstances, matching cars with users' preferences is challenging and by the time you've found a match, your perfect car might be gone. Even if you haven't searched for a car yet, you've probably faced similar problems in other domains like news, consumer products, or entertainment. On Spotify, you don't like to explicitly outline your music tastes before you start enjoying music. You also don't want to search through the whole IMDB to find your next favorite series on Netflix. The sheer number of possibilities creates a burden of choice.
Artificial intelligence not so intelligent, claim human scientists
"Today's forecast for San Antonio is..." "The rapper Sisqó was born in Baltimore, Maryland." Sometimes, talking to an artificially intelligent robot is, well, not so intelligent. That's part of a conclusion reached by a team of Stanford University professors who are tracking the technological progress of artificial intelligence. Yohav Shoham is the Stanford computer science professor who conceived of the idea for the index. "AI has made truly amazing strides in the past decade, but computers still can't exhibit the common sense or the general intelligence of even a 5-year-old," said Shoham, who studied at Yale University and in his native Israel at both the Technion Institute and the Weizmann Institute of Science.
AI-powered bathroom cam network is Reddit's most WTF shower thought
When I came across a Reddit thread titled "Shower Network: people come in a shower and start shooting videos, streaming them live New AI application questions" there was no force in the universe that could have stopped me from clicking that link. The thread began inauspiciously with "Hi! I'd like to ask a few questions about possible implementation of AI technologies in a project that is going to rely on and invest in AI just to survive not to mention to do well." Most of the time this means the poster doesn't really know what AI is, as I'm sure fellow r/artificial readers would agree. Sometimes, it's just a boring series of questions about Python or AutoML or something else that only developers care about. But every once in a while something so strange happens you can't help but marvel at its oddity.
11 Interesting Examples of How to Use Chatbots – The Mission – Medium
Chatbots can schedule meetings, tell you the weather, and provide customer support. Want to order pizza, schedule a meeting, or even find your true love? Just as apps once were the hot new thing that would solve whatever problem you had back in 2009, now we're moving into the age of chatbots. Chatbots make life even easier for consumers. With chatbots, there's no more long waits on hold to talk to a person on the phone or going through multiple steps to research and complete a purchase on websites.
Modelling Preference Data with the Wallenius Distribution
Grazian, Clara, Leisen, Fabrizio, Liseo, Brunero
The Wallenius distribution is a generalisation of the Hypergeometric distribution where weights are assigned to balls of different colours. This naturally defines a model for ranking categories which can be used for classification purposes. Since, in general, the resulting likelihood is not analytically available, we adopt an approximate Bayesian computational (ABC) approach for estimating the importance of the categories. We illustrate the performance of the estimation procedure on simulated datasets. Finally, we use the new model for analysing two datasets about movies ratings and Italian academic statisticians' journal preferences. The latter is a novel dataset collected by the authors.
HomePod Release Date News: Apple Delaying Deliveries For Speaker In Certain Locations
The HomePod is available for pre-order set to be released this week, but it's already sold out in some countries, MacRumors first spotted. Apple began taking pre-orders for its latest product on Jan. 26 in the U.S., U.K. and Australia. The company had revealed the speaker in June and promised to deliver the gadget by December, but was forced to delay the device. The $349 HomePod is set to hit stores this Friday. Delivery for the HomePod is still scheduled for Feb. 9 for people who pre-order their speaker today in the United States.
What Critics Are Saying About Apple's HomePod
At long last, Apple's HomePod is here--or reviews of it are, at least. The HomePod, Apple's answer to the Amazon Echo and Google Home, begins shipping on Friday, but early reviews of the $349 smart home speaker began making the rounds Tuesday morning. The initial verdict, it would appear, is decidedly mixed. The smart speaker faces stiff competition from Amazon and Google's product lines, which have both been available for multiple years and experienced booming sales in recent months. However, Apple has positioned its entrant as not just a voice-based smart home assistant but as a high-end audio device and musical companion.