Learning Regularized Noise Contrastive Estimation for Robust Network Embedding
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Knowledge and Data Engineering"
DOI: 10.1109/tkde.2022.3148284
Abstract: Skip-gram models are popular in large-scale network embedding for their cost-effectiveness. The objectives of many skip-gram based methods relate to the word2vec model which closely relates to Noise Contrastive Estimation (NCE). Among existing embedding methods,… read more here.
Keywords: network; noise contrastive; nce; network embedding ... See more keywords
Reticulon 3–dependent ER-PM contact sites control EGFR nonclathrin endocytosis
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DOI: 10.1126/science.aah6152
Abstract: ER-PM contacts in nonclathrin endocytosis The epidermal growth factor receptor (EGFR) is internalized through both clathrin-mediated endocytosis and nonclathrin endocytosis (NCE). The two pathways act in concert to sustain EGFR signaling or its long-term attenuation.… read more here.
Keywords: reticulon; nce; contact sites; endocytosis ... See more keywords
Reviews and syntheses: An empirical spatiotemporal description of the global surface–atmosphere carbon fluxes: opportunities and data limitations
Sign Up to like & getrecommendations! Published in 2017 at "Biogeosciences"
DOI: 10.5194/bg-14-3685-2017
Abstract: Abstract. Understanding the global carbon (C) cycle is of crucial importance to map current and future climate dynamics relative to global environmental change. A full characterization of C cycling requires detailed information on spatiotemporal patterns… read more here.
Keywords: nce; carbon; co2; pgc ... See more keywords