04 December 2017

OnePlus celebrates ‘The Last Jedi’ with a limited edition Star Wars 5T


 Star Wars has had a strange smartphone history. The franchise was a no brainer for the Motorola Droid — Verizon actually had to license the name from Lucasfilm, so it follows that a few R2D2 handsets followed over the years. More recently, Sharp, of all companies, scored the rights in time for Rogue One. With The Last Jedi a mere weeks away, it’s OnePlus’s time to shine, with… Read More

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Supercharge Your LinkedIn Feed: Follow These 15 Amazing Influencers


We all know LinkedIn as a place to keep on top of your professional network and search for job openings. But there’s plenty more to the platform than just that. One of my favorite features on LinkedIn is being able to follow influencers and thought leaders who are not just sharing interesting links with their followers, but also publishing valuable, insightful content directly on LinkedIn itself. Intrigued? Follow a few of these popular influencers to keep your LinkedIn feed overflowing with fascinating, insightful content from some of the world’s most respected industry leaders. 1. Richard Branson Needing no introduction, Richard...

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Broadcom piles fresh pressure on Qualcomm to talk takeover


 Last month Qualcomm rejected a $70 per share acquisition offer from Broadcom — but the rival chipmaker isn’t stepping away. Today it’s announced it’s nominated a slate of eleven directors for Qualcomm’s board. Read More

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Facebook “Messenger Kids” lets under-13s chat with whom parents approve


 For the first time, Facebook is opening up to children under age 13 with a privacy-focused app designed to neutralize child predator threats that plague youth-focused competitors like Snapchat. Rolling out today on iOS in the US, “Messenger Kids” lets parents download the app on their child’s phone or tablet, create a profile for them, and approve friends and family who they… Read More
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ftcash helps Indian businesses accept cashless payments and loans them money


 A Mumbai-based startup called ftcash is helping small businesses in India move beyond cash. In some cases, it’s also providing loans to fund their operations. Co-founder Vaibhav Lodha, who demonstrated ftcash on-stage today at TechCrunch’s Startup Battlefield, said he first got the idea from his newspaper vendor, who complained that none of his customers seemed to have the cash at… Read More

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Facebook “Messenger Kids” lets under-13s chat with who parents approve


 For the first time, Facebook is opening up to children under age 13 with a privacy-focused app designed to neutralize child predator threats that plague youth-focused competitors like Snapchat. Rolling out today on iOS in the US, “Messenger Kids” lets parents download the app on their child’s phone or tablet, create a profile for them, and approve friends and family who they… Read More

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Onefootball has quietly raised a Series C round and added Adidas as an investor


 Onefootball founder and CEO Lucas Von Cranach, whose popular football app now has 25 million fans in 200 countries around the world, confirmed on stage today at TechCrunch Disrupt Berlin 2017 that his company has raised more funding — including both an unreported Series B and C round. This would bring the startup’s total raise to date to over the $20 million publicly reported.… Read More

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How to Change the System Language in Windows 10


When you install and set up Windows 10, you’re asked to choose a system language. You can change the language later on and we’ll show you how. We’ve talked about changing the system language in Windows 8. Today we’ll look at how to change the system language in Windows 10 for the current user, for all new users, on the Welcome screen, and how to make the added language the system default. If the system is currently displaying a language you don’t know, refer to the screenshots to know what to select and where. The icons and button locations are...

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Which Overwatch Hero Should You Play? The Beginner’s Guide


Overwatch is one of the best shooters out there — but coming in as a beginner isn’t easy. There are tons of playstyles, maps, and teamwork conventions you’ll need to get a handle on. But before all that, you’ll need to pick an Overwatch hero.This guide is available to download as a free PDF. Download Which Overwatch Hero Should You Play? The Beginner’s Guide now. Feel free to copy and share this with your friends and family. And that’s easier said than done. There are 25 Overwatch characters, and each of them is unique. Their attacks, abilities, ultimates, roles, and best strategies are highly...

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Trillium aims to shield your high-tech car against cyberattacks


 Cars these days are basically computers with wheels, and as with other computers, you’ll probably want to make a few changes to protect against cyberthreats. Trillium, presenting today at Disrupt Berlin’s Startup Battlefield, is looking to be the security solution for in-car computer systems, adding extra encryption, intrusion detection, and other firewall-like features. Read More

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Notch can record your body movements


 Notch creators Eszter Ozsvald and Stepan Boltalin have been working on their project since 2013 and are finally ready to unveil their final product on the Disrupt Berlin stage. The company, which received funding through SOSVentures and Hax Accelerator, allows users to scan their bodies in motion, allowing for powerful analytics on golf swings, gymnastics, routines and everyday activities.… Read More

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Lia is launching the first-ever flushable pregnancy test


 The traditional pregnancy test hasn’t seen any innovation in over 30 years, with the exception of adding a digital component. Lia Diagnostics, launching today at TechCrunch Disrupt Berlin, wants to change that. The Lia pregnancy test will be the first-ever flushable test to hit the market, offering a more sustainable, disposable, convenient and private way for women to find out if… Read More

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How to Install Brushes in Adobe Photoshop


double-exposure-photoshop

The latest version of Adobe Photoshop comes with a bunch of new brushes, but if you want to find and install your own brushes, it just takes four easy steps. Installing Brushes in Adobe Photoshop After you’ve downloaded the ABR brush file to your computer, do the following: In the menu, go to Windows > Brushes to open the Brushes panel. Click the menu button in the top right corner of the panel and click Import Brushes… In the window, navigate to where the brushes are saved on your computer. Find the file with the .ABR extension and double-click it. The brush...

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Defeat Impulsive Shopping With This Chrome Extension


Stats from the financial comparison site Finder.com say that 88.6 percent of American adults have succumbed to impulsive online shopping. That leads to an average of $81.75 spent per shopping session. As a whole, we spend a total of $17.78 billion every year. Pause. Short of therapy for impulsive shopping, is there any other solution? A wise shift to better online habits is one. This fine money-saving browser extension from Finder.com could be another. How to Overcome Your Impulse Spending Habit What if there was a browser tool that could work as a friendly “intervention” for curbing your urge to buy things online? Icebox is a Chrome extension that stops...

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How Much Does a PlayStation 4 Cost?


Looking to buy a PlayStation 4? It’s a great choice! A gaming console is a cost-effective way to play the best games. But how much can you expect to spend on a new PS4? Sony has two PS4 models on the market right now: the PS4 Slim and the PS4 Pro. The original model of the PS4 isn’t sold brand-new anymore, so you’ll only find it used and refurbished. However, since the PS4 Slim only features marginal improvements to the original model, there’s little reason to seek out the 2013 PS4 model unless you want to play at the absolute lowest...

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How to Find Your IP Address on Windows 10


Simply put, you can think of your computer’s IP address as a virtual residential address — one that can be changed if necessary. In real terms, an IP address serves two primary purposes: network interface identification and location addressing. Maybe you need to know your computer’s IP address, whether because you’re having internet connectivity issues, or you’re trying to set up a home theater app like Plex, or some other reason. There are two ways to see your IP address on Windows. You can either use the Settings app or go poking around in the Command Prompt. Keep reading to find out how...

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Google at NIPS 2017




This week, Long Beach, California hosts the 31st annual Conference on Neural Information Processing Systems (NIPS 2017), a machine learning and computational neuroscience conference that includes invited talks, demonstrations and presentations of some of the latest in machine learning research. Google will have a strong presence at NIPS 2017, with over 450 Googlers attending to contribute to, and learn from, the broader academic research community via technical talks and posters, workshops, competitions and tutorials.

Google is at the forefront of machine learning, actively exploring virtually all aspects of the field from classical algorithms to deep learning and more. Focusing on both theory and application, much of our work on language understanding, speech, translation, visual processing, and prediction relies on state-of-the-art techniques that push the boundaries of what is possible. In all of those tasks and many others, we develop learning approaches to understand and generalize, providing us with new ways of looking at old problems and helping transform how we work and live.

If you are attending NIPS 2017, we hope you’ll stop by our booth and chat with our researchers about the projects and opportunities at Google that go into solving interesting problems for billions of people, and to see demonstrations of some of the exciting research we pursue. You can also learn more about our work being presented in the list below (Googlers highlighted in blue).

Google is a Platinum Sponsor of NIPS 2017.

Organizing Committee
Program Chair: Samy Bengio
Senior Area Chairs include: Corinna Cortes, Dale Schuurmans, Hugo Larochelle
Area Chairs include: Afshin Rostamizadeh, Amir Globerson, Been Kim, D. Sculley, Dumitru Erhan, Gal Chechik, Hartmut Neven, Honglak Lee, Ian Goodfellow, Jasper Snoek, John Wright, Jon Shlens, Kun Zhang, Lihong Li, Maya Gupta, Moritz Hardt, Navdeep Jaitly, Ryan Adams, Sally Goldman, Sanjiv Kumar, Surya Ganguli, Tara Sainath, Umar Syed, Viren Jain, Vitaly Kuznetsov

Invited Talk
Powering the next 100 years
John Platt

Accepted Papers
A Meta-Learning Perspective on Cold-Start Recommendations for Items
Manasi Vartak, Hugo Larochelle, Arvind Thiagarajan

AdaGAN: Boosting Generative Models
Ilya Tolstikhin, Sylvain Gelly, Olivier Bousquet, Carl-Johann Simon-Gabriel, Bernhard Schölkopf

Deep Lattice Networks and Partial Monotonic Functions
Seungil You, David Ding, Kevin Canini, Jan Pfeifer, Maya Gupta

From which world is your graph
Cheng Li, Varun Kanade, Felix MF Wong, Zhenming Liu

Hiding Images in Plain Sight: Deep Steganography
Shumeet Baluja

Improved Graph Laplacian via Geometric Self-Consistency
Dominique Joncas, Marina Meila, James McQueen

Model-Powered Conditional Independence Test
Rajat Sen, Ananda Theertha Suresh, Karthikeyan Shanmugam, Alexandros Dimakis, Sanjay Shakkottai

Nonlinear random matrix theory for deep learning
Jeffrey Pennington, Pratik Worah

Resurrecting the sigmoid in deep learning through dynamical isometry: theory and practice
Jeffrey Pennington, Samuel Schoenholz, Surya Ganguli

SGD Learns the Conjugate Kernel Class of the Network
Amit Daniely

SVCCA: Singular Vector Canonical Correlation Analysis for Deep Learning Dynamics and Interpretability
Maithra Raghu, Justin Gilmer, Jason Yosinski, Jascha Sohl-Dickstein

Learning Hierarchical Information Flow with Recurrent Neural Modules
Danijar Hafner, Alexander Irpan, James Davidson, Nicolas Heess

Online Learning with Transductive Regret
Scott Yang, Mehryar Mohri

Acceleration and Averaging in Stochastic Descent Dynamics
Walid Krichene, Peter Bartlett

Parameter-Free Online Learning via Model Selection
Dylan J Foster, Satyen Kale, Mehryar Mohri, Karthik Sridharan

Dynamic Routing Between Capsules
Sara Sabour, Nicholas Frosst, Geoffrey E Hinton

Modulating early visual processing by language
Harm de Vries, Florian Strub, Jeremie Mary, Hugo Larochelle, Olivier Pietquin, Aaron C Courville

MarrNet: 3D Shape Reconstruction via 2.5D Sketches
Jiajun Wu, Yifan Wang, Tianfan Xue, Xingyuan Sun, Bill Freeman, Josh Tenenbaum

Affinity Clustering: Hierarchical Clustering at Scale
Mahsa Derakhshan, Soheil Behnezhad, Mohammadhossein Bateni, Vahab Mirrokni, MohammadTaghi Hajiaghayi, Silvio Lattanzi, Raimondas Kiveris

Asynchronous Parallel Coordinate Minimization for MAP Inference
Ofer Meshi, Alexander Schwing

Cold-Start Reinforcement Learning with Softmax Policy Gradient
Nan Ding, Radu Soricut

Filtering Variational Objectives
Chris J Maddison, Dieterich Lawson, George Tucker, Mohammad Norouzi, Nicolas Heess, Andriy Mnih, Yee Whye Teh, Arnaud Doucet

Multi-Armed Bandits with Metric Movement Costs
Tomer Koren, Roi Livni, Yishay Mansour

Multiscale Quantization for Fast Similarity Search
Xiang Wu, Ruiqi Guo, Ananda Theertha Suresh, Sanjiv Kumar, Daniel Holtmann-Rice, David Simcha, Felix Yu

Reducing Reparameterization Gradient Variance
Andrew Miller, Nicholas Foti, Alexander D'Amour, Ryan Adams

Statistical Cost Sharing
Eric Balkanski, Umar Syed, Sergei Vassilvitskii

The Unreasonable Effectiveness of Structured Random Orthogonal Embeddings
Krzysztof Choromanski, Mark Rowland, Adrian Weller

Value Prediction Network
Junhyuk Oh, Satinder Singh, Honglak Lee

REBAR: Low-variance, unbiased gradient estimates for discrete latent variable models
George Tucker, Andriy Mnih, Chris J Maddison, Dieterich Lawson, Jascha Sohl-Dickstein

Approximation and Convergence Properties of Generative Adversarial Learning
Shuang Liu, Olivier Bousquet, Kamalika Chaudhuri

Attention is All you Need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, Illia Polosukhin

PASS-GLM: polynomial approximate sufficient statistics for scalable Bayesian GLM inference
Jonathan Huggins, Ryan Adams, Tamara Broderick

Repeated Inverse Reinforcement Learning
Kareem Amin, Nan Jiang, Satinder Singh

Fair Clustering Through Fairlets
Flavio Chierichetti, Ravi Kumar, Silvio Lattanzi, Sergei Vassilvitskii

Affine-Invariant Online Optimization and the Low-rank Experts Problem
Tomer Koren, Roi Livni

Batch Renormalization: Towards Reducing Minibatch Dependence in Batch-Normalized Models
Sergey Ioffe

Bridging the Gap Between Value and Policy Based Reinforcement Learning
Ofir Nachum, Mohammad Norouzi, Kelvin Xu, Dale Schuurmans

Discriminative State Space Models
Vitaly Kuznetsov, Mehryar Mohri

Dynamic Revenue Sharing
Santiago Balseiro, Max Lin, Vahab Mirrokni, Renato Leme, Song Zuo

Multi-view Matrix Factorization for Linear Dynamical System Estimation
Mahdi Karami, Martha White, Dale Schuurmans, Csaba Szepesvari

On Blackbox Backpropagation and Jacobian Sensing
Krzysztof Choromanski, Vikas Sindhwani

On the Consistency of Quick Shift
Heinrich Jiang

Revenue Optimization with Approximate Bid Predictions
Andres Munoz, Sergei Vassilvitskii

Shape and Material from Sound
Zhoutong Zhang, Qiujia Li, Zhengjia Huang, Jiajun Wu, Josh Tenenbaum, Bill Freeman

Learning to See Physics via Visual De-animation
Jiajun Wu, Erika Lu, Pushmeet Kohli, Bill Freeman, Josh Tenenbaum

Conference Demos
Electronic Screen Protector with Efficient and Robust Mobile Vision
Hee Jung Ryu, Florian Schroff

Magenta and deeplearn.js: Real-time Control of DeepGenerative Music Models in the Browser
Curtis Hawthorne, Ian Simon, Adam Roberts, Jesse Engel, Daniel Smilkov, Nikhil Thorat, Douglas Eck

Workshops
6th Workshop on Automated Knowledge Base Construction (AKBC) 2017
Program Committee includes: Arvind Neelakanta
Authors include: Jiazhong Nie, Ni Lao

Acting and Interacting in the Real World: Challenges in Robot Learning
Invited Speakers include: Pierre Sermanet

Advances in Approximate Bayesian Inference
Panel moderator: Matthew D. Hoffman

Conversational AI - Today's Practice and Tomorrow's Potential
Invited Speakers include: Matthew Henderson, Dilek Hakkani-Tur
Organizers include: Larry Heck

Extreme Classification: Multi-class and Multi-label Learning in Extremely Large Label Spaces
Invited Speakers include: Ed Chi, Mehryar Mohri

Learning in the Presence of Strategic Behavior
Invited Speakers include: Mehryar Mohri
Presenters include: Andres Munoz Medina, Sebastien Lahaie, Sergei Vassilvitskii, Balasubramanian Sivan

Learning on Distributions, Functions, Graphs and Groups
Invited speakers include: Corinna Cortes

Machine Deception
Organizers include: Ian Goodfellow
Invited Speakers include: Jacob Buckman, Aurko Roy, Colin Raffel, Ian Goodfellow

Machine Learning and Computer Security
Invited Speakers include: Ian Goodfellow
Organizers include: Nicolas Papernot
Authors include: Jacob Buckman, Aurko Roy, Colin Raffel, Ian Goodfellow

Machine Learning for Creativity and Design
Keynote Speakers include: Ian Goodfellow
Organizers include: Doug Eck, David Ha

Machine Learning for Audio Signal Processing (ML4Audio)
Authors include: Aren Jansen, Manoj Plakal, Dan Ellis, Shawn Hershey, Channing Moore, Rif A. Saurous, Yuxuan Wang, RJ Skerry-Ryan, Ying Xiao, Daisy Stanton, Joel Shor, Eric Batternberg, Rob Clark

Machine Learning for Health (ML4H)
Organizers include: Jasper Snoek, Alex Wiltschko
Keynote: Fei-Fei Li

NIPS Time Series Workshop 2017
Organizers include: Vitaly Kuznetsov
Authors include: Brendan Jou

OPT 2017: Optimization for Machine Learning
Organizers include: Sashank Reddi

ML Systems Workshop
Invited Speakers include: Rajat Monga, Alexander Mordvintsev, Chris Olah, Jeff Dean
Authors include: Alex Beutel, Tim Kraska, Ed H. Chi, D. Scully, Michael Terry

Aligned Artificial Intelligence
Invited Speakers include: Ian Goodfellow

Bayesian Deep Learning
Organizers include: Kevin Murphy
Invited speakers include: Nal Kalchbrenner, Matthew D. Hoffman

BigNeuro 2017
Invited speakers include: Viren Jain

Cognitively Informed Artificial Intelligence: Insights From Natural Intelligence
Authors include: Jiazhong Nie, Ni Lao

Deep Learning At Supercomputer Scale
Organizers include: Erich Elsen, Zak Stone, Brennan Saeta, Danijar Haffner

Deep Learning: Bridging Theory and Practice
Invited Speakers include: Ian Goodfellow

Interpreting, Explaining and Visualizing Deep Learning
Invited Speakers include: Been Kim, Honglak Lee
Authors include: Pieter Kinderman, Sara Hooker, Dumitru Erhan, Been Kim

Learning Disentangled Features: from Perception to Control
Organizers include: Honglak Lee
Authors include: Jasmine Hsu, Arkanath Pathak, Abhinav Gupta, James Davidson, Honglak Lee

Learning with Limited Labeled Data: Weak Supervision and Beyond
Invited Speakers include: Ian Goodfellow

Machine Learning on the Phone and other Consumer Devices
Invited Speakers include: Rajat Monga
Organizers include: Hrishikesh Aradhye
Authors include: Suyog Gupta, Sujith Ravi

Optimal Transport and Machine Learning
Organizers include: Olivier Bousquet

The future of gradient-based machine learning software & techniques
Organizers include: Alex Wiltschko, Bart van Merriënboer

Workshop on Meta-Learning
Organizers include: Hugo Larochelle
Panelists include: Samy Bengio

Symposiums
Deep Reinforcement Learning Symposium
Authors include: Benjamin Eysenbach, Shane Gu, Julian Ibarz, Sergey Levine

Interpretable Machine Learning
Authors include: Minmin Chen

Metalearning
Organizers include: Quoc V Le

Competitions
Adversarial Attacks and Defences
Organizers include: Alexey Kurakin, Ian Goodfellow, Samy Bengio

Competition IV: Classifying Clinically Actionable Genetic Mutations
Organizers include: Wendy Kan

Tutorial
Fairness in Machine Learning
Solon Barocas, Moritz Hardt



03 December 2017

The attack of the SuperFakes


 even years ago, watch fan Andrew Dakin bought a Movado watch on eBay for $500. It looked like a mint timepiece, well-maintained and classically styled. He had just started collecting watches, so he was happy to get a deal on a unique and valuable timepiece. “At that point I was probably like 30 watches in so I thought I knew what I was doing,” said Dakin, describing his early… Read More

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Parking Insider is a mobile wallet dedicated to helping you avoid parking tickets


 Parking Insider is smart app with a mobile wallet expressly dedicated to enabling its users to quickly and seamlessly pay for parking spots — by the minute. The app — cobbled together last night at TechCrunch Berlin’s 24-hour hackathon — also invites users to earn free minutes of parking by snapping pictures of free parking spaces, photos that it will use to create a… Read More

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Google is working on a fix for a bug that’s causing Home Minis to crash at high volume


 It’s been a bugged-filled couple of months for Google’s hardware team. The list of issues hitting devices announced at the company’s Pixel 2 event in October just grew by another, as users have begun reporting Home Mini crashes when the smart speaker is played at maximum volume. Slashgear spotted a growing chorus of complaints on Google’s message board this week, and… Read More
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