Zobrazeno 1 - 10
of 7 243
pro vyhledávání: '"Pauwels , P."'
In this empirical article, we introduce INNAprop, an optimization algorithm that combines the INNA method with the RMSprop adaptive gradient scaling. It leverages second-order information and rescaling while keeping the memory requirements of standar
Externí odkaz:
http://arxiv.org/abs/2410.05871
Massive stars are recognized for their high degree of multiplicity, yet the mass ratio regime below 0.1 remains insufficiently explored. It is therefore unknown whether extremely low-mass (possibly substellar) companions can form and survive in the d
Externí odkaz:
http://arxiv.org/abs/2409.16212
Music-text multimodal systems have enabled new approaches to Music Information Research (MIR) applications such as audio-to-text and text-to-audio retrieval, text-based song generation, and music captioning. Despite the reported success, little effor
Externí odkaz:
http://arxiv.org/abs/2409.11449
Electricity Consumption Profiles (ECPs) are crucial for operating and planning power distribution systems, especially with the increasing numbers of various low-carbon technologies such as solar panels and electric vehicles. Traditional ECP modeling
Externí odkaz:
http://arxiv.org/abs/2408.08399
Despite their importance in quantum theory, joint quantum measurements remain poorly understood. An intriguing conceptual and practical question is whether joint quantum measurements on separated systems can be performed without bringing them togethe
Externí odkaz:
http://arxiv.org/abs/2408.00831
Music two-tower multimodal systems integrate audio and text modalities into a joint audio-text space, enabling direct comparison between songs and their corresponding labels. These systems enable new approaches for classification and retrieval, lever
Externí odkaz:
http://arxiv.org/abs/2407.18058
Many experiments with high-dimensional quantum systems aim at observing physical properties without having to assume that all measurement devices are perfectly characterised. To implement high-dimensional measurements, it is a common practice to sepa
Externí odkaz:
http://arxiv.org/abs/2407.16305
We first show a simple but striking result in bilevel optimization: unconstrained $C^\infty$ smooth bilevel programming is as hard as general extended-real-valued lower semicontinuous minimization. We then proceed to a worst-case analysis of box-cons
Externí odkaz:
http://arxiv.org/abs/2407.12372
We consider the problem of certifying measurement incompatibility in a prepare-and-measure (PM) scenario. We present different families of sets of qubit measurements which are incompatible, but cannot lead to any quantum over classical advantage in P
Externí odkaz:
http://arxiv.org/abs/2407.06787
Lloyd's algorithm is an iterative method that solves the quantization problem, i.e. the approximation of a target probability measure by a discrete one, and is particularly used in digital applications.This algorithm can be interpreted as a gradient
Externí odkaz:
http://arxiv.org/abs/2405.20744