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GML Express: Graph ML in Industry Workshop, Geometric Deep Learning, and New Software.
"The real voyage of discovery consists not in seeking new lands but seeing with new eyes." Marcel Proust
Sep 21, 2021
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Sergey Ivanov
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GML Express: Graph ML in Industry Workshop, Geometric Deep Learning, and New Software.
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June 2021
GML Express: keynotes at ICLR, topics at ICML 2021, and new GNN tutorials.
"There are 3 ways to make a living: be first, be smarter, or cheat." Margin Call
Jun 14, 2021
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Sergey Ivanov
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GML Express: keynotes at ICLR, topics at ICML 2021, and new GNN tutorials.
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May 2021
GML In-Depth: three forms of self-supervised learning
"Excelling at chess has long been considered a symbol of more general intelligence. That is an incorrect assumption in my view, as pleasant as it might…
May 6, 2021
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Sergey Ivanov
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GML In-Depth: three forms of self-supervised learning
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April 2021
GML Subscribers - Open Research Problems in graph ML community
"Exploration is curiosity put into action."
Apr 5, 2021
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Sergey Ivanov
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GML Subscribers - Open Research Problems in graph ML community
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March 2021
GML Express: large-scale challenge, top papers in AI, and implicit planners.
“Why do old men wake so early? Is it to have one longer day?” Ernest Hemingway
Mar 22, 2021
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Sergey Ivanov
7
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GML Express: large-scale challenge, top papers in AI, and implicit planners.
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GML Newsletter: Homophily, Heterophily, and Oversmoothing for GNNs
"Birds of a feather flock together"
Mar 1, 2021
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Sergey Ivanov
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GML Newsletter: Homophily, Heterophily, and Oversmoothing for GNNs
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February 2021
GML Newsletter: Interpolation and Extrapolation of Graph Neural Networks
A trend is a trend is a trend, But the question is, will it bend? Will it alter its course Through some unforeseen force And come to a premature end? …
Feb 2, 2021
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Sergey Ivanov
2
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GML Newsletter: Interpolation and Extrapolation of Graph Neural Networks
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January 2021
GML Newsletter: Do we do it right?
"Just because someone else does the wrong thing we are not exempt from doing what’s right.”
Jan 18, 2021
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Sergey Ivanov
5
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GML Newsletter: Do we do it right?
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December 2020
GML Newsletter - Issue #5: Was 2020 a good year for graph research?
“Knowledge is like money: To be of value it must circulate, and in circulating it can increase in quantity and, hopefully, in value.” Welcome! NeurIPS…
Dec 14, 2020
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Sergey Ivanov
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GML Newsletter - Issue #5: Was 2020 a good year for graph research?
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November 2020
GML Newsletter - Issue #4: NeurIPS 2020
Welcome to the 4th issue of GML newsletter! This issue I decided to devote to the upcoming NeurIPS 2020 (6-12 December), covering what authors and…
Nov 9, 2020
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Sergey Ivanov
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GML Newsletter - Issue #4: NeurIPS 2020
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October 2020
GML Newsletter - Issue #3: Large Hadron Collider, Hyperfood, and Manifold Learning.
Welcome to the 3rd issue of GML newsletter! I hope your papers got accepted to NeurIPS and submitted to ICLR, so that you can take a cup of coffee ☕ and…
Oct 8, 2020
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Sergey Ivanov
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GML Newsletter - Issue #3: Large Hadron Collider, Hyperfood, and Manifold Learning.
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September 2020
GML newsletter. Issue #2: Laplacians, Scaling GNNs, KDD, MLSS, Books, and more!
Welcome to the 2nd issue of GML newsletter! The summer is over 🌄 and it’s time to get back to school 🏫 (or to self-study with this newsletter). In…
Sep 3, 2020
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Sergey Ivanov
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GML newsletter. Issue #2: Laplacians, Scaling GNNs, KDD, MLSS, Books, and more!
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