US military'war room' jet spotted leaving Washington DC as unrest grips the nation A simple trick cured my tinnitus after a long-haul flight left me in misery for months. Here's the miracle method I wish everyone knew Insidious secret life of promiscuous neurosurgeon found dead in his $2.5m mansion Impeachment whistleblower launches Senate campaign in Trump's home state: 'Our country is in chaos' Gavin Newsom's ballyhooed'care first' $236 million mental health push helps ONLY 22 people in four years Lawyer, 44, who died on flight to London after falling asleep on her mother's shoulder had undiagnosed cardiac condition, inquest hears Heart stopping video shows toddler fly out of mother's Mercedes SUV at busy LA intersection Food Network star Valerie Bertinelli's heartbreaking struggles laid bare after confession about shock firing My perfect life at $2m Manchester-by-the-Sea mansion took nasty turn when neighbors tried to ban me from getting a gun because of my HUSBAND - now I've had the last laugh ICE agents WILL be present at Milan Cortina Winter Olympics, officials confirm... despite furious response from locals Winter Storm Fern death toll climbs to 34 after brutal freeze batters the US... and meteorologists warn even colder weather is on the way Coco Gauff's behind-the-scenes meltdown at the Australian Open: World No 3 smashes racket in a rage after losing in just 59 minutes - and it was all caught on camera Is Angelina Jolie quitting America? Private struggles emerge... as actress weighs major lifestyle that threatens to rupture her family Brandi Glanville debuts dramatic new look after facial disfigurement caused by'parasite'... see RHOBH alum now Martha Stewart breaks political silence after being urged by teenage granddaughter: 'Things must change' US military'war room' jet spotted leaving Washington DC as unrest grips the nation The US Air Force's Boeing C-40B Clipper is currently flying west after departing Washington DC Tuesday morning on an undisclosed mission. The aircraft, often described as an airborne'war room' or'flying office,' is used to transport high-priority personnel, including Cabinet members, combatant commanders and senior military leaders. It also provides secure, global communications capabilities for VIP transport and special missions.

Tom Homan pushes Border Patrol out of Minneapolis in sweeping shake-up as Trump's'little Napoleon' Greg Bovino faces humiliating exit Insiders reveal the REAL misstep that got Kristi Noem humiliatingly sidelined by Trump... and the weak excuse she's peddling to try and save her own skin Insidious secret life of promiscuous neurosurgeon found dead in his $2.5m mansion'He has no loyalty': The bitter secret fallout between One Direction star Harry Styles and his former bandmates - as insiders reveal for the first time what really happened at Liam Payne's funeral The $1 supplement that will protect you from winter viruses... including new'super flu' Is Angelina Jolie quitting America? Private struggles emerge... as actress weighs major lifestyle that threatens to rupture her family Young single mother's selfless final act after finding out she had just weeks to live Seven dead in private jet crash as audio reveals voice said'Let there be light' seconds before tragedy at snowy Maine airport Gisele Bundchen relaxes with new husband and baby on boat after ex Tom Brady admits divorce'took a lot out of me' Defiant Trump dismisses Alzheimer's fears as he struggles to recall name of disease in interview America's best and worst states to retire revealed - and why Florida is no longer the obvious winner I'm a neurologist... here are three simple tricks to help you kick any bad habit Furious family hit out at Kate Hudson's'abominable' Oscar nomination amid toxic feud NFL's'scripted' conspiracy theory resurfaces as fans find five-month old post hinting at Super Bowl 60 matchup I'm a neurologist... here are three simple tricks to help you kick any bad habit Some bad habits are small. But over time, they add up, and suddenly you're wondering how you ended up here. Now, a neurologist says three simple tricks can help break the cycles that quietly take over our lives. Dr Arif Khan, a pediatric neurologist, outlined'cue shift,' the'one-step rule' and'reward rewrite' as practical tools to stop negative patterns in their tracks.

When booking a trip, the cost of the hotel, luggage and flights can all add up and become very expensive. There are several different techniques travellers use to cut costs, from vouchers to selecting off-peak travel times. But one travel expert has revealed the really simple trick he uses to book cheap flights for his holidays. Vibra Media boss Richard Edwards told Hello! exactly what he does to bag more affordable travel. He explained that many holidaymakers search for their flights'the exact same way' each time.

Are governments and Hollywood films secretly pumping people's minds full of messages which push obedience, alcohol addiction, and disseminate'woke' theories? It's long been known that world governments are fascinated by mind control, with groups like the Central Intelligence Agency (CIA) allegedly conducting sinister experiments on the public. In the 1950s and 60s, the CIA's infamous MKUltra program recruited civilians, mental patients, and drug addicts in an effort to reprogram minds. However, some believe social media has given world governments and entertainment giants new tools to control minds. This includes mind control expert Jason Christoff.

One of the most popular estimation methods in Bayesian neural networks (BNN) is mean-field variational inference (MFVI). In this work, we show that neural networks with ReLU activation function induce posteriors, that are hard to fit with MFVI. We provide a theoretical justification for this phenomenon, study it empirically, and report the results of a series of experiments to investigate the effect of activation function on the calibration of BNNs. We find that using Leaky ReLU activations leads to more Gaussian-like weight posteriors and achieves a lower expected calibration error (ECE) than its ReLU-based counterpart.

In each training step, each data sample goes through a model twice. Each pass is processed by a different sub-model which is sampled by dropout. The two outputs distributions P_1(y x) and P_2(y x) are trained to be consistent by minimizing the bidirectional KL divergence between the 2 outputs. The final loss term is as the equation below, which combines the negative log-likelihood loss(cross-entropy) L_NLL and the bidirectional KL divergence L_KL. The KL divergence is measured on both sides: KL(P_1, P_2), KL(P_2, P_1) and the average is calculated.

Artificial intelligence (AI) now has the capabilities to predict space weather that is caused by our Sun accurately. Researchers from the University of Graz have created a new neural network that allows for artificial intelligence to reliably predict changes in the Sun's coronal holes from space-based observations. As you already know, the light emitted from the Sun plays a vital role in our existence here on Earth. Additionally, the light from the Sun interacting with Earth's magnetic field can influence our electronics, and in extreme cases, when the Sun blasts Earth with too many charged particles, our electricity grids can be temporarily knocked offline by geomagnetic storms. Now, the researchers have developed a new neural network that examines some of the dark regions on the Sun called coronal holes.

Over the past several years the popularity of Python has grown rapidly. A big part of that has been the rise of Data Science, Machine Learning, and AI, all of which have high-level Python libraries to work with! When using Python for those types of work, it's often necessary to work with very large datasets. Those large datasets get read directly into memory, and are stored and processed as Python arrays, lists, or dictionaries. Working with such huge arrays can be time consuming; really that's just the nature of the problem.

We propose simple solutions to important problems that all data scientists face almost every day. Many statistics, such as correlations or R-squared, depend on the sample size, making it difficult to compare values computed on two data sets of different sizes. Based on re-sampling techniques, use this easy trick, to compare apples with other apples, not with oranges. We propose a generic methodology, also based on re-sampling techniques, to compute any confidence interval and for testing hypotheses, without using any statistical theory. Also, it is easy to implement, even in Excel.

On stage at a SAS Canada event hosted in Toronto, Creative Destruction Lab founder Ajay Agrawal invites the audience to engage in a simple "science-fictioning" exercise – imagine your business had a dial that could turn up the accuracy of your ability to predict things. At what number would turning up that knob suddenly change the entire way you do business. Agrawal points to a familiar product-recommending ecommerce giant to illustrate the effect this would have. "For Amazon, they don't have to get to Spinal Tap levels of accuracy, if they can get to six out of 10, then someone at Amazon says'why are we waiting for people to even order, why don't we just ship it?" he says. "Now you just return what you don't want and the competition is preempted that you might buy the products you do keep elsewhere."