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Kronecker-Basis-Representation Based Tensor Sparsity and Its Applications to Tensor Recovery

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2018
As a promising way for analyzing data, sparse modeling has achieved great success throughout science and engineering. It is well known that the sparsity/low-rank of a vector/matrix can be rationally measured by nonzero-entries-number ($l_0$ norm ...
Qi Xie   +3 more
semanticscholar   +1 more source

Causal-driven Large Language Models with Faithful Reasoning for Knowledge Question Answering

ACM Multimedia
In Large Language Models (LLMs), text generation that involves knowledge representation is often fraught with the risk of "hallucinations'', where models confidently produce erroneous or fabricated content.
Jiawei Wang   +5 more
semanticscholar   +1 more source

Faithful Representations of Semigroup Crossed Products by Endomorphisms

International Journal of Mathematics and Computer Science
Given a cyclically ordered free Abelian group G, a unital C^*-algebra A, and a semigroup homomorphism alpha from P(G) into the semigroup Endo(A), we characterize faithful representations of crossed product Ax_{alpha} P(G) by endomorphisms.
Rosjanuardi, Rizky   +2 more
openaire   +1 more source

Faithful Representations of Graphs by Islands in the Extended Grid

2010
We investigate embeddings of graphs into the infinite extended grid graph. The problem was motivated by computation on adiabatic quantum computers, but it is related to a number of other well studied grid embedding problems. Such problems typically deal with representing vertices by grid points, and edges by grid paths, while minimizing some objective ...
Michael D. Coury   +3 more
openaire   +2 more sources

A faithful internal representation of walking movements in the Drosophila visual system

Nature Neuroscience, 2016
Terufumi Fujiwara   +3 more
semanticscholar   +1 more source

Financial statement relevance, representational faithfulness, and comparability

Review of Quantitative Finance and Accounting, 2023
Michael Neel, Irfan Safdar
openaire   +1 more source

REPRESENTATION, THEOLOGY AND FAITH

Modern Theology, 1995
openaire   +1 more source

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