Fast Kernel Methods for Generic Lipschitz Losses via $p$-Sparsified Sketches
Tamim El Ahmad, Pierre Laforgue, Florence d'Alché-Buc
Action editor: Makoto Yamada.
#sparse #kernel #approximations
Non-asymptotic approximations of Gaussian neural networks via second-order Poincar\'e inequalities
#gaussian #asymptotic #approximations
Non-asymptotic approximations of Gaussian neural networks via second-order Poincar\'e inequalities
#gaussian #approximations #approximation
Solving #brain dynamics gives rise to flexible machine learning models | #MIT CSAIL
Liquid neural networks made an order of magnitude faster and more scalable by the use of closed form #approximations, that is, “closed-form continuous-time” (CfC) neural network.
#LiquidNeuralNetworks #DeepLearning #ContinuousTime #ODE #AI #MachineLearning
https://www.csail.mit.edu/news/solving-brain-dynamics-gives-rise-flexible-machine-learning-models
#machinelearning #ai #ode #continuoustime #deeplearning #liquidneuralnetworks #approximations #mit #brain
How to quickly calculate hypotenuse length C given right triangle side lengths A and B?
Calculate A+B, multiply by 5, and then divide by 7:
C≈5(A+B)/7
If the difference between A and B is less than 50%, your C will be off by 1% tops.
#mentalmath #mental #math #triangle #approximations
#Cholestérol : le grand #bluff | ARTE
Comment le cholestérol a été érigé en #coupable idéal des #maladies cardio-vasculaires par une #série d' #approximations #scientifiques. Un #dogme dont un nombre croissant de #chercheurs dénoncent les #dangers.
https://www.arte.tv/fr/videos/051063-000-A/cholesterol-le-grand-bluff/
#dangers #dogme #cholestérol #bluff #coupable #maladies #série #approximations #scientifiques #chercheurs
Here are #animated #gifs of the representation of #NumericalIntergration #approximations with increasing numbers of strips. Represented are the Rectangle Method, Trapezium Rule and Simpson’s Rule. Note how much faster the second and third methods improve the approximation the exact blue curve in each case as the number of strips increases. Produced using #wxmaxima. They are all available on #Wikipedia.
#MyWork #Mathematics #Maths #Numerics #RectangleMethod #TrapeziumRule #SimpsonsRule #CCBYSA
#animated #gifs #numericalintergration #approximations #wxmaxima #wikipedia #mywork #mathematics #maths #numerics #rectanglemethod #trapeziumrule #simpsonsrule #ccbysa