The challenges of making the technology industry a more welcoming place for women are numerous, especially in the booming field of artificial intelligence. To get a sense of just how monumental a task the tech community faces, look no further than the marquee gathering for AI's top scientists. Preparations for this year's event drew controversy not only because there weren't enough female speakers or study authors. The biggest debate was over the conference's name. The annual Conference and Workshop on Neural Information Processing Systems, formerly known as NIPS, had become a punchline symbol about just how bad the gender imbalance is for artificial intelligence.

China has several advantages when it comes to the artificial intelligence field, but chief among them is Chinese companies' access to troves of data. "(China has) done a fantastic job of moving its economy to cashless and when you can pay with everything with your phone, you amass a huge amount of data," author and columnist Thomas Friedman told CNBC. "When you can get these giant data sets, and then apply artificial intelligence to them," he said. "You're going to see better and better and more deep insight patterns than anyone else and I think it'll be a great advantage for China." On top of that, China doesn't have the same restrictive privacy laws as many other countries, making it easier for companies to collect data.

Several contemporary artists tackling the social implications of technology have been banned by censors from China's upcoming Guangzhou Triennial. One of them was Heather Dewey-Hagborg, whose works often critique biotechnology, notably including portraits derived from the DNA of Chelsea Manning. She woke up last on December 8th to an email from one of the show's three curators, Angelique Spaninks, explaining that her piece T3511 was being pulled last-minute. The triennial, titled "As We May Think, Feedforward," explores the links between humanity and technology and opens on December 21st. Spaninks told Dewey-Hagborg that her work was censored by the government, and while she was given no official justification, speculated that authorities were sensitive to bioethics issues.

ICWSM-18 and HCOMP-if any spots remain open.The organizers Munich, Germany. For information 18 were both successful, with increases of the AAAI/ACM SIGAI Job Fair are about paper submissions, as well as the in attendance. Smith noted that John Dickerson (University of Maryland, planned program, please refer to although we budgeted for a deficit of USA) and Chris Amato (Northeastern icwsm.org/2019.

Whereas previous post-processing approaches for increasing the fairness of predictions of biased classifiers address only group fairness, we propose a method for increasing both individual and group fairness. Our novel framework includes an individual bias detector used to prioritize data samples in a bias mitigation algorithm aiming to improve the group fairness measure of disparate impact. We show superior performance to previous work in the combination of classification accuracy, individual fairness and group fairness on several real-world datasets in applications such as credit, employment, and criminal justice.

Donald Trump's $1.5 trillion tax cut has increased incentives to replace workers with robots, contradicting his campaign promise to restore well-paying manufacturing jobs in the nation's heartland. The Trump tax bill permits "U.S. corporations to expense their capital investment, through 2022. So, if a U.S. corporation buys a robot for $100 thousand, it can deduct the $100 thousand immediately to calculate its U.S. taxable income, rather than recover the $100 thousand over the life of the robot, as under prior law," Steven M. Rosenthal, a senior fellow at the Urban Institute and a specialist in tax policy, wrote me by email. I have addressed the impact of robotics on Trump voters in previous columns, but today I want to explore these developments in greater detail as tools to gather and analyze information have improved. One of the most striking developments in recent decades is the ongoing decline in work force participation among men, from 88.7 percent in July, 1947 to 68.7 percent in September, 2010, according to the Federal Reserve. This drop in participation has been sharpest for men without college degrees.

Allocating repetitive and low-grade work to robots will allow solicitors to focus on more complicated tasks, the profession's regulator claimed yesterday. In a bid to calm nerves over the growing use of artificial intelligence in the legal profession, the Solicitors Regulation Authority said that robots would help lawyers deal with increased competition in the legal services market from non-traditional providers. However, it warned that there were serious ethical issues around the use of artificial intelligence by lawyers. The authority, which regulates 140,000 practising solicitors in England and Wales, said that law firms must "be able to explain the assumptions and reasoning behind some automated decisions". That would not necessarily be easy, it said.

You're probably used to the presence of facial recognition cameras at airports and other transport hubs, but what about at concerts? That's the step Taylor Swift's team took at her May 18th show at the Rose Bowl, in a bid to identify her stalkers. According to Rolling Stone, the camera was hidden inside a display kiosk at the event, and sent images of anyone who stopped to look at the display to a "command post" in Nashville, where they were cross-referenced with other photos of the star's known stalkers. As the target of numerous death and rape threats, Swift arguably has a valid motivation for leveraging such technology. However, it's unclear who has ownership of the photos of her concertgoers, or how long they will remain on file. Her representatives have also not yet responded to queries as to whether fans knew about the cameras.

Today, Google shared information about some of the AI work it's doing in Asia, but in a blog post about the work, it also made a pretty clear statement about how its facial recognition technology will and won't be used for the time being. The company noted that while facial recognition systems stand to be quite useful in a variety of situations, from assistive technologies to locating missing people, they also comes with risks. "Like many technologies with multiple uses, facial recognition merits careful consideration to ensure its use is aligned with our principles and values, and avoids abuse and harmful outcomes," Google said. "We continue to work with many organizations to identify and address these challenges, and unlike some other companies, Google Cloud has chosen not to offer general-purpose facial recognition APIs before working through important technology and policy questions." Facial recognition technology has come under the spotlight in recent years, with everyone from local law enforcement to Taylor Swift employing it in some way.

For the past several quarters, AI has been a tremendous source of funding and hype for Canada. With a federal government directive to invest in Canadian AI and evangelists like Yoshua Bengio and Geoffrey Hinton garnering global acclaim, it's no wonder that tech companies like Samsung, Microsoft, and Uber have set up shop here. However, last quarter the sector stumbled; according to PwC's latest MoneyTree report for Q3 2018, AI funding decreased from Q2 2018's $222 million CAD ($169 million USD) to $138 million CAD ($106 million USD). Part of the reason for the bump in Canadian FinTech interest is regtech. In comparison, FinTech boasted $150 million CAD ($115 million USD) in funding, a 31 percent increase from the previous quarter.