Quantum computers mark a potential leap forward in computing capability for certain applications. For example, quantum computing promises substantial advantages for tasks such as simulation, optimization and integer factorization. If the technology delivers on that promise, it could have a significant impac...
ECC is a PKC algorithm based on the use of elliptic curves in cryptography. It is designed for devices with limited computing power or memory to encrypt internet traffic. A common use of ECC is in embedded computers, smartphones, and cryptocurrency networks like bitcoin, which consumes around ...
The proof is of course in the blueprint, but given that it is a central pillar of the argument, I reproduce it here. Proof: Expanding out the definition of Ruzsa distance, and using the conditional entropy chain rule and it suffices to establish the identity But from the chain rule...
the training data fits the model too well, and new information isn’t incorporated easily. When the same products are recommended again and again, a lack of suggestion diversity emerges, and users may become disengaged. Using metrics such as entropy and novelty to measure the diversity of recomm...
Diversity.How diverse the generated image is. Generated images should have high randomness (entropy), meaning that thegenerative AIshould produce highly varied images. For example, if the AI produces images of cats, each image should be a different cat breed and perhaps a different cat pose. If...
Any single such inequality is not too difficult to resolve by hand, but there are applications in which one needs to check a large number of such inequalities, or split into a large number of cases. I will take an example at random from anold paper of mine(adapted from the equation afte...
Defense in depth provides for multiple layers of security and thus multiple mitigations against each threat. Each layer of software in the Azure Sphere platform verifies that the layer above it is secured. Small trusted computing base. Most of the device's software remains outside the trusted ...
We show that this result derives from the notion of convexity and in this way demonstrate that a wide variety of optimization algorithms can benefit from averaging including: Mean Square Error, a general class ofLP-norm cost functions, Maximum Likelihood Estimation, Maximum Entropy, Maximum Mutual ...
Ssh-keygen is a tool for creating new authentication key pairs for SSH. Such key pairs are used for automating logins, single sign-on..
Enthalpy is a measure of the total heat content of a system, reflecting energy changes in chemical reactions at constant pressure, whereas entropy quantifies the disorder or randomness in a system, crucial for determining spontaneity.