A Gentle Introduction to Joint, Marginal, and Conditional Probability: Probability quantifies the uncertainty of the outcomes of a random variable. It is relatively easy to understand and compute the probability for a single variable. Nevertheless, in machine learning, we often have many random variables...
Source: machinelearningmastery.com
Are there automation-resistant intelligences? The question we all want to ask is 'will my job be taken over by a robot?' "Our model predicts that most workers in transportation and logistics occupations, together with the bulk of office and administrative support workers, and labour in production occupations,...
Source: ox.ac.uk
Robust Neural Machine Translation: In recent years, neural machine translation (NMT) using Transformer models has experienced tremendous success. Based on deep neural networks, NMT models are usually trained end-to-end on very large parallel corpora (input/output text pairs) in an entirely data-driven...
Source: googleblog.com
Robot car "Stanley" designed by Stanford Racing Team marked the start of the age of driverless cars and an AI milestone. "On October 9, 2005, Stanley and the Stanford Racing Team were awarded 2 million dollars for being the first team to complete the 132 mile DARPA Grand Challenge course in California's...
Source: stanford.edu
Induced subgraphs of hypercubes and a proof of the Sensitivity Conjecture: In this paper, we show that every (2^{n-1}+1)-vertex induced subgraph of
the n-dimensional cube graph has maximum degree at least sqrt{n}. This
result is best possible, and improves a logarithmic lower bound shown by Chung,
Füredi,...
Source: arxiv.org
Intel’s Neuromorphic System Hits 8 Million Neurons, 100 Million Coming by 2020: The 64-chip Pohoiki Beach system is used by researchers to make systems that learn and see the world more like humans. "At the DARPA Electronics Resurgence Initiative Summit today in Detroit, Intel plans to unveil an 8-million-neuron...
Source: ieee.org
Development of new antibiotics encouraged with new pharmaceutical payment system: The NHS will test the world's first ‘subscription’ style payment model to incentivise pharmaceutical companies to develop new drugs for resistant infections.
"The new trial will be led by the National Institute for...
Source: www.gov.uk
Electric cars 'will not solve transport problem': Car use will still need to be curbed, even when all vehicles use clean electricity, a report warns.
Source: bbc.com
Thinking about the workforce of the future? Then I highly recommend this best-selling book by Adam Kay - a trainee doctor in the NHS having burnt-out in his training before becoming a fully qualified Obstetrician. It is important reading for anyone wondering how the world of busy medical staff could...
Source: twitter.com
Radical open-access plan could spell end to journal subscriptions: Eleven research funders in Europe announce ‘Plan S’ to make all scientific works free to read as soon as they are published. European Commission special envoy Robert-Jan Smits has spearheaded a plan to make all scientific works free...
Source: nature.com
Randomised experiment: If you're really unsure whether to quit your job or break up, you really probably should
Source: 80000hours.org
Self-organizing Community Learning Based on P2P Network in a University Computer Foundation Course: In order to solve the problem of lack of targeted guidance for learners in the community learning process, an improved algorithm for constructing com-munities was proposed. The algorithm used P2P architecture....
Source: online-journals.org
Experts Bet on First Deepfakes Political Scandal - IEEE Spectrum
Source: ieee.org
25 Years of EdTech: 2010 – Connectivism – The Ed Techie The early enthusiasm for e-learning saw a number of pedagogies resurrected or adopted to meet the new potential of the digital, networked context. Constructivism, problem-based learning, and resource-based learning all saw renewed interest as...
Source: edtechie.net
A robot has performed eye surgery on humans for the first time: For the first time, six people have had eye surgery performed by a robot that was able to filter out the tremors from a surgeon's hand
Source: newscientist.com
I've been looking for another way of presenting evidence for instructional design that is more efficient than simple lectures. The data collected by Benjamin Bloom and published in 1984 seems useful and I've redrawn the graph so it looks more modern than the line drawings of the original. Learning...
Source: wikipedia.org
Alphabet's DeepMind Makes a Key Advance in Computer Vision: Alphabet's DeepMind neural networks can grasp a three-dimensional scene from just a handful of two-dimensional snapshots
Source: ieee.org
Stanford Researchers Plan to Replace Progressive Lenses With 'Autofocals' - ExtremeTech: Death, taxes, and vision problems are all unavoidable, eventually. A team at Stanford is paving the way for a much better solution to the universal problem of a decrease in our eyes' ability to refocus as we age.
Source: extremetech.com
WiFi Radio Signals Let MIT Researchers Track Movements of People |: Patients that wander away from their beds are a constant headache for nurses, while those that stay bedridden for too long can create problems of their own. New technology from MIT may soon allow hospital staff to see in real time the...
Source: medgadget.com
Virtually Inspired: Showcasing Online Learning Innovation "From holographs and educational games, to drones and robots, 21st century educators are forging new and amazing trails in technology-enhanced teaching and learning. Virtually Inspired is a place where educators can come for inspiration by perusing...
Source: virtuallyinspired.org