Results 61 to 70 of about 335,764 (251)
Multivariate Information Bottleneck
, 2013 Appears in Proceedings of the Seventeenth Conference on Uncertainty in Artificial Intelligence (UAI2001)
Friedman, Nir +3 more
openaire +2 more sources
Shared-Private Information Bottleneck Method for Cross-Modal Clustering
IEEE Access, 2019 Recently, the cross-modal analysis has drawn much attention due to the rapid growth and widespread emergence of multimodal data. It integrates multiple modalities to improve learning and generalization performance.
Xiaoqiang Yan +3 more
doaj +1 more source
Hijacking emergency granulopoiesis: Neutrophil ontogeny and reprogramming in cancer
Molecular Oncology, EarlyView.Neutrophils are highly plastic innate immune cells; their functions in cancer extend beyond the tumour microenvironment. This Review summarises current understanding of neutrophil maturation and heterogeneity and highlights tumour‐induced granulopoiesis as a systemic programme that expands immature, immunosuppressive neutrophils via tumour‐derived ...
Gabriela Marinescu, Yi Feng
wiley +1 more source
From the Information Bottleneck to the Privacy Funnel
, 2014 We focus on the privacy-utility trade-off encountered by users who wish to disclose some information to an analyst, that is correlated with their private data, in the hope of receiving some utility.
Fawaz, Nadia +3 more
core +1 more source
Generalized Information Bottleneck
, 2022 150 pages ; Data compression is a widely used technique to reduce the transmission rate of a source signal due to the capacity bottleneck of an information channel. Classical rate-distortion theory and information bottleneck method lay the theoretical foundations for lossy data compression from an information-theoretic perspective.
openaire +2 more sources
Decoding of Non-Binary LDPC Codes Using the Information Bottleneck Method
, 2019 Recently, a novel lookup table based decoding method for binary low-density parity-check codes has attracted considerable attention. In this approach, mutual-information maximizing lookup tables replace the conventional operations of the variable nodes ...
Bauch, Gerhard +3 more
core +1 more source
Rapid screening of staphylokinase protein variants using an unpurified cell‐free expression system
FEBS Open Bio, EarlyView.An unpurified cell‐free protein synthesis (CFPS) platform enables rapid functional screening of staphylokinase variants. Direct plasminogen‐activation assays performed in microplate format provide real‐time activity readouts, allowing rapid identification and ranking of variants with improved or reduced fibrinolytic activity without protein ...
Maria Tomková +3 more
wiley +1 more source
PAC-Bayes Information Bottleneck
, 2021 ICLR'22 (Spotlight)
Wang, Zifeng +5 more
openaire +2 more sources
The multi-layer information bottleneck problem [PDF]
2017 IEEE Information Theory Workshop (ITW), 2017 5 pages, 2 ...
Q. Yang, P. Piantanida, D. Gunduz
openaire +4 more sources
Annals of Clinical and Translational Neurology, EarlyView.ABSTRACT Objective High‐resolution MRI enables detailed assessment of intracranial vessel wall pathology in moyamoya vasculopathy. We aimed to classify adult moyamoya vasculopathy etiologies using high‐resolution MRI and to examine subtype‐specific associations between high‐resolution MRI features and ischemic infarction.
Guangsong Han +8 more
wiley +1 more source