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Deep Learning Algorithms

A collection of 146 posts

Discover the Newest Breakthroughs in Deep Learning & Virtual Assistants
Deep Learning

Discover the Newest Breakthroughs in Deep Learning & Virtual Assistants

The Deep Learning Summit London and the Virtual Assistant Summit London will be continuing the RE•WORK Global Summit Series this September 21 & 22. This two track event will bring together the...

  • Nikita Johnson
    Nikita Johnson
3 July 2017
How One Boston Startup is Overcoming Flight Delays and Cancellations
Deep Learning

How One Boston Startup is Overcoming Flight Delays and Cancellations

Over the last year, Boston has seen its tech scene flourish, and when our team headed out for the Deep Learning Summit and the Deep Learning in Healthcare Summit at the end of...

  • Katie Pollitt
    Katie Pollitt
6 June 2017
The Future of Investment in AI Could Be Decided By AI Itself
Neural Networks

The Future of Investment in AI Could Be Decided By AI Itself

Many believe that artificial intelligence is set to reshape global economies and society, with AI expected to double economic growth. But what are the opportunities and challenges to investing in the current world...

  • Leonie Philipp
4 June 2017
Bootstrapping an Intelligent Recommender System
Deep Learning

Bootstrapping an Intelligent Recommender System

In many different web services, machine learning is being used for recommendation systems that help users tackle information overload: there are simply too many movies, songs, and books for users to usefully browse...

  • Leonie Philipp
1 June 2017
London Deep Learning in Finance, Day 2: Startup Sessions
Deep Learning

London Deep Learning in Finance, Day 2: Startup Sessions

@JoakimPrestmo: Last day of deep learning in finance summit #reworkFIN This'll be a great day!‘Nearly 73% of everyday financial trading is executed by machines. Every major financial firm is investing in algorithmic...

  • RE•WORK
    RE•WORK
1 June 2017
Creating a More Efficient Shopping Experience With Deep Learning
Deep Learning

Creating a More Efficient Shopping Experience With Deep Learning

Image source: Tech at InstacartRetail is undergoing an artificial intelligence revolution. The latest advancements in deep learning algorithms are now impacting all corners of the industry, from stock optimization and smart warehousing, to...

  • Nikita Johnson
    Nikita Johnson
25 May 2017
Women in Tech: Interview With DeepMind's Silvia Chiappa
Deep Learning

Women in Tech: Interview With DeepMind's Silvia Chiappa

We interview leading women in STEM to learn more about how we can all work to make science and technology industries more inclusive. How can more women be encouraged to work in these...

  • Sophie Curtis
16 May 2017
What's Next For Virtual Assistants & Deep Learning?
Machine Learning

What's Next For Virtual Assistants & Deep Learning?

Deep Learning continues to further advance and disrupt as we progress through 2017, with London one of the key global research and startup hubs for breakthrough AI technology.  The 2016 Deep Learning Summit...

  • Nikita Johnson
    Nikita Johnson
9 May 2017
Agile Deep Learning For Modern Software Development
Deep Learning

Agile Deep Learning For Modern Software Development

Deep Learning has been called the "new electricity", with its sudden transformational power over every industry. While the attention on deep learning's innovative algorithms is well-deserved, turning innovation into value requires integrating these...

  • Katie Pollitt
    Katie Pollitt
2 May 2017
Top 5 Key Areas: Deep Learning in Retail & Advertising
Neural Networks

Top 5 Key Areas: Deep Learning in Retail & Advertising

Recent advances in deep learning have enabled research and industry to master many challenges in computer vision and natural language processing that were out of reach until just a few years ago. Yet...

  • Nikita Johnson
    Nikita Johnson
30 April 2017
Using AI to Improve Quality of Life For Diabetic Patients
Machine Learning

Using AI to Improve Quality of Life For Diabetic Patients

The world of startups is constantly moving and evolving. With the exponential growth of deep learning research and technologies in recent years, innovative new companies are often funded, acquired and transformed from startups...

  • Katie Pollitt
    Katie Pollitt
27 April 2017
Self-Driving Cars: the Tech & the Roadblocks
Neural Networks

Self-Driving Cars: the Tech & the Roadblocks

Image source: Driver Gaze Classification by Lex Fridman.With successful development, self-driving car could be the most important breakthrough in the coming decades. As cities begin to make way for autonomous vehicles, the...

  • Nikita Johnson
    Nikita Johnson
25 April 2017
Creating the Open-Source Autonomous Vehicle
Neural Networks

Creating the Open-Source Autonomous Vehicle

As the race to create the first fully autonomous, road-safe vehicle continues, numerous road-blocks and challenges are pushing companies to find new innovative solutions.Successful development of autonomous vehicles requires a wide variety...

  • Nikita Johnson
    Nikita Johnson
16 April 2017
Cognitive Robotics: Learning Environment Perception
Humanoid Robots

Cognitive Robotics: Learning Environment Perception

Image source: Autonomous Intelligent Systems Group, University of BonnFor robots to successfully perceive and understand their environment, they must be taught to act in a goal-directed way. While mapping environments geometry is a...

  • Leonie Philipp
10 April 2017
Security & Privacy is Vital For Machine Learning to Succeed
Deep Learning

Security & Privacy is Vital For Machine Learning to Succeed

As popularity of machine learning grows, there is rising recognition that it exposes new security and privacy issues in software systems. While artificially intelligent algorithms are providing new opportunities in business and society,...

  • Nikita Johnson
    Nikita Johnson
4 April 2017
Using AI to Estimate Customer Life Time Value in E-Commerce
Machine Learning

Using AI to Estimate Customer Life Time Value in E-Commerce

As deep learning techniques and applications continue to spread across business and society, this technology is now making an impact on retail and advertising. Data mining and deep learning algorithms are applied to...

  • Nikita Johnson
    Nikita Johnson
30 March 2017
The Great Conundrum of Hyperparameter Optimization
Deep Learning

The Great Conundrum of Hyperparameter Optimization

Regularization is tuning or selecting the preferred level of model complexity so deep learning models are more successful in predictions.Techniques for regularization are applied to machine learning models to make the decision...

  • Nikita Johnson
    Nikita Johnson
28 March 2017
New Approaches to Unsupervised Domain Adaptation
Neural Networks

New Approaches to Unsupervised Domain Adaptation

The cost of large scale data collection and annotation often makes the application of machine learning algorithms to new tasks or datasets prohibitively expensive. One approach circumventing this cost is training models on...

  • Nikita Johnson
    Nikita Johnson
26 March 2017
Beating the Perils of Non-Convexity in Neural Nets
Deep Learning

Beating the Perils of Non-Convexity in Neural Nets

Neural networks, or "neural nets", have become a common term in the tech world and discussions around artificial intelligence, since their use in machine learning has revolutionised performance across multiple domains like computer...

  • Nikita Johnson
    Nikita Johnson
20 March 2017
Improving Reinforcement Learning With Minecraft
Deep Learning

Improving Reinforcement Learning With Minecraft

Using games to train machine learning models has proven to be increasingly successful in recent years, and has helped to spread public understanding of algorithms and deep learning methods through mainstream media coverage,...

  • Nikita Johnson
    Nikita Johnson
13 March 2017
Deep Learning Platforms & GPUs: an Interview With Bryan Catanzaro
Deep Learning

Deep Learning Platforms & GPUs: an Interview With Bryan Catanzaro

High-performance graphics cards, typically associated with gaming, have become popular over the last few years in an area many might not expect: artificial intelligence.  Many experts attribute recent acceleration of success in AI...

  • Nikita Johnson
    Nikita Johnson
3 March 2017
A New Era of Driverless Transport is Upon Us
Machine Learning

A New Era of Driverless Transport is Upon Us

Thanks to the collision of machine learning and the Internet of Things (IoT), driverless technology is advancing rapidly, and advancements are expected to continue on this trajectory with technology giants like Google, Intel,...

  • Nikita Johnson
    Nikita Johnson
1 March 2017
The 6 Levels of Autonomous Driving
Machine Learning

The 6 Levels of Autonomous Driving

On March 23 & 24, we will be holding our first Machine Intelligence in Autonomous Vehicle Summit in San Francisco. Autonomous vehicles has been the latest obsession of every car enthusiast and manufacturer,...

  • Eunice Ma
16 February 2017
Deep Learning for Analyzing Perception of Human Appearance
Deep Learning

Deep Learning for Analyzing Perception of Human Appearance

Deep learning techniques can be used to extract facial imaging biomarkers of human health status and to track the effects of cosmetic interventions. At the Deep Learning in Healthcare Summit, Research Scientist, Anastasia...

  • Katie Pollitt
    Katie Pollitt
10 February 2017
Some of my favourite RE•WORK interviews from 2016
Deep Learning

Some of my favourite RE•WORK interviews from 2016

It's been another busy year at RE•WORK! We've expanded into new topics including Machine Intelligence, Virtual Assistants, Deep Learning in Healthcare and Deep Learning in Finance, in locations including Singapore, New York...

  • Nikita Johnson
    Nikita Johnson
29 December 2016
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