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FREDE: Linear-Space Anytime Graph Embeddings [article]

Anton Tsitsulin, Marina Munkhoeva, Davide Mottin, Panagiotis Karras, Ivan Oseledets, Emmanuel Müller
2020 arXiv   pre-print
We answer this question in the affirmative, with FREDE(FREquent Directions Embedding), a sketching-based method that iteratively improves on quality while processing rows of the similarity matrix individually  ...  an embedding based on only 10% of node similarities.  ...  Thus, we applied a state-of-the-art sketching technique on our proposal for a matrix-factorization interpretation of a state-ofthe-art embedding, to craft FREDE: a linear-space, anytime graph embedding  ... 
arXiv:2006.04746v1 fatcat:febfcctnm5ampbpllgqkubb75y

InstantEmbedding: Efficient Local Node Representations [article]

Ştefan Postăvaru, Anton Tsitsulin, Filipe Miguel Gonçalves de Almeida, Yingtao Tian, Silvio Lattanzi, Bryan Perozzi
2020 arXiv   pre-print
Our experiments confirm that InstantEmbedding requires drastically less computation time (over 9,000 times faster) and less memory (by over 8,000 times) to produce a single node's embedding than traditional  ...  Frede: Linear-space anytime graph embeddings. arXiv preprint arXiv:2006.04746, 2020. Milian Wolff. A heap memory profiler for linux, 2018. https://github.com/KDE/ heaptrack.  ...  graph embeddings have proved adapt at in the past.  ... 
arXiv:2010.06992v1 fatcat:xwiiasieundblkur4mnkkqgdyy

A critical examination of the functions and methods of evaluation research

Poyin Auyeung
1984
In this chapter, the epistemological theories embedded in these aims and methods will be examined in greater depth.  ...  Scientism holds that policy must be accompanied by charts, graphs, equations and computerized data, and that to acknowledge value issues is unscientific.  ... 
doi:10.14288/1.0096200 fatcat:f2riwitjo5cfvmv2epekxdhtei

How do pre-service teachers engage students in learning during professional experience?

Sandy Nicoll
2022
He started to write bar graph and he spelt graph wrong or something. I had one kid who likes to tell me everything. So, he's -spelt graph wrong. I said, it doesn't matter.  ...  Political character globally is often understood to involve a sense of authority and legitimacy (Cakir & Demirhan, 2011; Frede, 2011; Trees, 2005) .  ... 
doi:10.25949/19428158 fatcat:sftc7fp7yzac7dz3wblmmgmucq

Shanley_columbia_0054D_17207.pdf

:unav
2022
Table of Contents List of Charts, Graphs, & Illustrations Figure 1 : "standards," "outcomes," "testing," "virtue," "ethics," 1800-Present………....  ...  As the graph indicates, this had less to do with the Greek philosopher's newfound popularity and more to do with the decline of the Roman.  ... 
doi:10.7916/p8qv-vm25 fatcat:mbzuwu2qfngite6ghuzrg7g7tq

CREATIVE WORKERS IN PLACE: A PHENOMENOGRAPHY OF CREATIVE WORKERS' PERCEPTION OF PLACE [article]

Craig Thomas, University, My
2021
For Heidegger, the question of Being was at the core of his life's work (Frede, 2006; Glendinning, 1998) .  ...  Phenomenography, with suffix graph, means a research approach to describe the different ways a population understands or conceives of a phenomenon (Marton, 1981) .  ... 
doi:10.25316/ir-16308 fatcat:ts6vzndg2ze6pkre2yuynxpn44

CREATIVE WORKERS IN PLACE: A PHENOMENOGRAPHY OF CREATIVE WORKERS' PERCEPTION OF PLACE [article]

Craig Thomas, University, My
2021
For Heidegger, the question of Being was at the core of his life's work (Frede, 2006; Glendinning, 1998) .  ...  Phenomenography, with suffix graph, means a research approach to describe the different ways a population understands or conceives of a phenomenon (Marton, 1981) .  ... 
doi:10.25316/ir-16305 fatcat:vduml4lgp5dvdcdwgbtx5ua3wa