With enough repetition, every game will degrade to its geometric average

While this might have been considered highly competitive in 2019-era crypto markets, it is a far cry from the microsecond-level precision of market making in traditional finance. (N.B.: Typically microsecond-level precision refers to a slightly different concept; however, even prediction of directional price movement takes place at timescales much lower than two seconds!)

We introduce a novel neural network architecture for real-time rendering that combines supersampling and denoising, thus lowering the cost compared to two separate networks. This is achieved by sharing a single low-precision feature extractor with multiple higher-precision filter stages. To reduce cost further, our network takes low-resolution inputs and reconstructs a high-resolution denoised supersampled output.

smaller set of features that “matter” for its specific function

Why is random search so competitive? This is just a consequence of the curse of dimensionality. Imagine that your space of hyperparameters is the unit hypercube in some high dimensional space. Just to get the Bayesian uncertainty to a reasonable state, one has to essentially test all of the corners, and this requires an exponential number of tests

And with the rise of high performance computing enabling the simulation of real-world phenomena, an understanding of the underlying mathematics is more important than ever to ensure that our models—whether it’s the flow of blood, gush of oil, or the ripple of waves—represent reality.

ribosome density data suggest that errors occur at sites where ribosome velocity is relatively high, supporting the notion of a trade-off between speed and accuracy as predicted by proofreading theories

community detection method, persistent communities by eigenvector smoothing (PisCES), that combines information across a series of networks, longitudinally, to strengthen the inference for each period. Our method is derived from evolutionary spectral clustering and degree correction methods

a deterministic function that tells us what the next state will be given the current state, the current input, and an error signal

a new centre: the Clostridia Foundry for Biosystems Design (cBioFAB) pioneering the use of non-living (cell-free) approaches for rapid prototyping and computer-aided design of novel pathways

taken an existing gasification system at a landfill site and added LanzaTech’s fermentation capability to a slipstream of the gas

production of agricultural fertilizers, an energy-intensive process fed by fossil fuels and reliant on a robust manufacturing infrastructure: factories connected to rail and road networks for distribution

Not taking into account the cost of negative externalities caused by fossil-based products creates market distortions. Who pays for the damage caused by CO2 emissions?

even though the identifier and the auth are combined into one token, lets not use the same data both for lookup and for performing the authorisation.

Simulations using our revised RNA parameters and the TIP4P-D water model, however, maintain the extended conformation of rU40 and recapitulate the experimental 〈RFRET〉 values at low salt concentration

transition matrix of the random walk depends on the network weights, while in turn the weight of an edge is reinforced by the passage of a walker

today 70%-75% of their waste is diverted from landfill through composting and recycling

we are talking about very small effects. The noise is many orders of magnitude more than the signal. If there is a signal. Maybe there is no signal at al

rational prediction became possible… not just one slice at a time, but with the help of the Fundamental Theorem, by leaps and bounds

the user wants a system that can automatically generate an "accounts receivable aging report." In this case, you should not presume that the developer of the accounts receivable system understands the entire concept of "aging" in its accounting sense. Instead, describe in plain and simple English the data needed and the mathematical equations required

“How big is it? How many features are there, and what are they? What voltages will it operate from?” Eventually I came to a list of things that would always be present, and I knew I had a place to start

offers easy access to the rest-point adjustment potentiometer. This is the most popular continuous rotation servo we carry.

A gazebo is a pavilion structure, sometimes octagonal or turret-shaped, often built in a park, garden or spacious public area.