Thursday, 31 May 2018

A Novel Multi-clustering Method for Hierarchical Clusterings, Based on Boosting. (arXiv:1805.11712v1 [cs.LG])

Bagging and boosting are proved to be the best methods of building multiple classifiers in classification combination problems. In the area of "flat clustering" problems, it is also recognized that multi-clustering methods based on boosting provide clusterings of an improved quality. In this paper,...

Deep Video Portraits. (arXiv:1805.11714v1 [cs.CV])

We present a novel approach that enables photo-realistic re-animation of portrait videos using only an input video. In contrast to existing approaches that are restricted to manipulations of facial expressions only, we are the first to transfer the full 3D head position, head rotation, face expression,...

Deep Mesh Projectors for Inverse Problems. (arXiv:1805.11718v1 [cs.CV])

We develop a new learning-based approach to ill-posed inverse problems. Instead of directly learning the complex mapping from the measured data to the reconstruction, we learn an ensemble of simpler mappings from data to projections of the unknown model into random low-dimensional subspaces. We form...

The Age of Updates in a Simple Relay Network. (arXiv:1805.11720v1 [cs.IT])

In this paper, we examine a system where status updates are generated by a source and are forwarded in a First-Come-First-Served (FCFS) manner to the monitor. We consider the case where the server has other tasks to fulfill, a simple example being relaying the packets of another stream. Due to the server's...

The Role of Caching in Future Communication Systems and Networks. (arXiv:1805.11721v1 [cs.NI])

This paper has the following ambitious goal: to convince the reader that content caching is an exciting research topic for the future communication systems and networks. Caching has been studied for more than 40 years, and has recently received increased attention from industry and academia. Novel caching...

Fairness and Sum-Rate Maximization via Joint Channel and Power Allocation in Uplink SCMA Networks. (arXiv:1805.11722v1 [cs.IT])

In this work, we consider a sparse code multiple access uplink network, where $J$ users simultaneously transmit data over $K$ subcarriers, such that $J > K$, with a constraint on the power transmitted by each user. To jointly optimize the codebook assignment and the transmitted power per subcarrier,...

Building your Cross-Platform Application with RHEEM. (arXiv:1805.11723v1 [cs.DB])

Today, organizations typically perform tedious and costly tasks to juggle their code and data across different data processing platforms. Addressing this pain and achieving automatic cross-platform data processing is quite challenging because it requires quite good expertise for all the available data...

Google’s Project Fi adds support for the Moto G6, LG’s G7 and V35 phones

Project Fi, Google’s wireless service, is getting support for a number of new phones today. Until now, if you wanted to switch to Fi, the only officially supported phones were Google’s own Pixel and Pixel 2 phones, the Nexus 5X and 6P, as well as the...

Students confront the unethical side of tech in ‘Designing for Evil’ course

Whether it’s surveilling or deceiving users, mishandling or selling their data, or engendering unhealthy habits or thoughts, tech these days is not short on unethical behavior. But it isn’t enough to just say “that’s creepy.” Fortunately, a course at...

HoloLens acts as eyes for blind users and guides them with audio prompts

Microsoft’s HoloLens has an impressive ability to quickly sense its surroundings, but limiting it to displaying emails or game characters on them would show a lack of creativity. New research shows that it works quite well as a visual prosthesis for...

This is the first look at Nvidia’s wild new 750,000 sq ft building

Nvidia is preparing a new, massive building in Santa Clara, CA and this is it. Called Voyager, it will be larger than the building Nvidia just finished constructing by 250,000 square feet. And just like the other building, Endeavor, Voyager will share...

Meet Super Anthony, the fighting robot that lands mighty blows

If you’ve always wanted recreate the fighting scenes in Big Hero 6 with your own little fighting robots, now is your chance. Super Anthony is a rocking, socking robot that can punch, kick, roll, and jump and has enough torque to knock any other little...

Kobo’s new entry-level Clara HD e-reader has a crisp, color-adjustable display

Kobo has announced a new e-reader, the Clara HD, which won’t set the world on fire but will be a perfectly good option for e-book readers who don’t want to spend a fortune. It basically revives the well-liked but discontinued Glo HD with a better frontlight...

This sensor stops your quadcopter before it can cut you

The folks at Spectrum have found a truly cool project for quadcopter pilots. It’s a spinning sensor that will stop the rotors if your finger gets too close to the blades, thereby preventing you – or your kids – from getting cut. Researchers at the University...

Snips announces an ICO and its own voice assistant device

French startup Snips has been working on voice assistant technology that respects your privacy. And the company is going to use its own voice assistant for a set of consumer devices. As part of this consumer push, the company is also announcing an initial...

Jury finds Samsung owes Apple $539M in patent case stretching back to 2011

A patent case that began back in 2011 has reached a conclusion, with Samsung ordered to pay about $539 million to Apple over infringements of the latter’s patents in devices that are now long gone. The case has dragged on for years as both sides argued...

The 9 features Amazon and Google must add to the Echo and Home

The Amazon Echo and Google Home are amazing devices and both have advantages over the other. In my home, we use the Amazon Echo and have them around the house and outside. I have the original in the living room, a Dot in bedrooms, my office and outside,...

Netflix magic market number larger than big cable company’s magic market number

Netflix’s market cap is now larger than Comcast, which is pretty much just a symbolic thing given that the companies are valued very differently but is like one of those moments where Apple was larger than Exxon and may be some kind of watershed moment...

This family’s Echo sent a private conversation to a random contact

A Portland family tells KIRO news that their Echo recorded and then sent a private conversation to someone on its list of contacts without telling them. Amazon called it an “extremely rare occurrence.” (And provided a more detailed explanation, below.) Portlander...

No, 5 Men on the Supreme Court Did Not Just Decimate #MeToo

Last week, the Supreme Court released its opinions for Epic Systems Corp. v. Lewis, and the majority holding set off a firestorm of criticism from advocates for the #MeToo campaign against sexual assault and harassment. Some advocates went so far as to accuse five men (the case was decided by a 5-4...

The Mojo of Trumponomics

T.S. Eliot famously wrote that April is the cruelest month, but when it comes to America’s fiscal picture, nothing could be further from the truth about this past April. The latest government numbers confirm that last month was a blockbuster for growth, federal revenues, and deficit reduction. One of...

The UN Redefines What It Means to Be a ‘Human’

In blatant violation of international law, the United Nations Office of the High Commissioner for Human Rights has unveiled a startling new campaign that claims “you have human rights since birth.” The unsettling image, which depicts a baby’s arm with the statement written on a hospital bracelet, makes...

Supreme Court to Police: Get Off the People’s Lawn

This week, the Supreme Court held that the Fourth Amendment does not permit a police officer to enter uninvited onto someone’s driveway to search a parked vehicle, without first obtaining a warrant. That’s an important ruling, since no one wants police officers roaming across their private property...

Democrat Obstruction in the Senate Is Hurting Our Courts

Our federal courts are facing a vacancy crisis like never before. The number of judicial vacancies across the federal bench has averaged 142 so far this year. The only year that came close to this was 1991, which had an average of 138 vacancies—but that was shortly after Congress created 85 new judicial...

Podcast: Minors at the Border

No, 1,500 illegal immigrant minors aren’t “lost.” But even so, things at the border aren’t great. The Heritage Foundation’s David Inserra joins us to break it down. Plus: Does the cancellation of “Roseanne” prove that there’s a double standard on TV networks? The post Podcast: Minors at the Border...

When Congress Doesn’t OK Government Rules, Both Ranchers and Conservationists Suffer

Until the Trump administration submits Obama-era land use rules to Congress for approval, those regulations aren’t actually in effect and can’t be enforced to protect a chicken-like bird in 10 Western states, a legal group argues. And even if a government regulation benefits the public interest, a federal...