if interested in pattern mining, feel free to download our journal article on sequential pattern mining from this freely accessible link (within Dec 18, 2021):
After 2.5 years of rigorous journey, we (with Hasibul Haque Moon) h…lnkd.in/gnf2HBqN lnkd.in/gfDcR-id
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[#IJCNN2021 Paper] Unified Spatio-Temporal Modeling for Traffic Forecasting using Graph Neural Network by researchers from @iubedu @forkkr @Saif_M_Dhrubo #paperswithvideo #deeplearning #neuralnetwork #graph
bit.ly/3oQnuIP
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Kashob Roy retweeted
As @NeurIPSConf #NeurIPS2021 deadline approaches, I've consolidated some technical writing tips.
Succinct answers to each of the questions,
Voila, you have a crisp Introduction!
Expand on prior work, intuition/tech details, & expts for the rest ensuring the why is always clear
Accepted at IJCNN 2021 (3/3)
With @AmitRoy778, @aminahsanali
Node Embedding using Mutual Information and Self-Supervision based Bi-level Aggregation
deepai.org/publication/node-…
by Kashob Kumar Roy et al. including @AmitRoy7781
#Estimator #Statistics
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Accepted at IJCNN 2021 (2/3).
With @AmitRoy7781, @aminahsanali
Structure-Aware Hierarchical Graph Pooling using Information Bottleneck
deepai.org/publication/struc…
by Kashob Kumar Roy et al. including @AmitRoy7781
#NeuralNetwork #ComputerScience
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Unified Spatio-Temporal Modeling for Traffic Forecasting using Graph Neural Network
deepai.org/publication/unifi…
by @AmitRoy7781 et al.
#NeuralNetwork #RecurrentNeuralNetwork
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Kashob Roy retweeted
SST-GNN: Simplified Spatio-temporal Traffic forecasting model using Graph Neural Network
deepai.org/publication/sst-g…
by @AmitRoy7781 et al.
#RecurrentNeuralNetwork #NeuralNetwork
Kashob Roy retweeted
The recording of my talk on Theoretical Foundations of Graph Neural Networks is now live (+slides in desc.)! 🕸️
Join me as I derive GNNs from first principles, motivate their use in the sciences, and explain how they emerged along several research lines.
youtube.com/watch?v=uF53xsT7…
In summer 2020, I started writing a blog on #GraphML in @TDataScience
towardsdatascience.com/graph…
It was a new and rewarding experience, from which I learned a lot. I was surprised that such a technical topic would attract >200K views and >6K claps in less than half a year.
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Kashob Roy retweeted
📘 The draft 2021 edition of Kevin Murphy's comprehensive machine learning book is out now.
Along with a shiny new graph embeddings section (V.23) wonderfully curated by @phanein! Should be a wonderful read :)
probml.github.io/pml-book/bo…
Kashob Roy retweeted
997-page book "Dive into #DeepLearning" teaches the ideas, #mathematics, and #coding that power it.
Learn more: bit.ly/3nbWf9c
★★★★FREE Download: d2l.ai/d2l-en.pdf
#BigData #DataScience #AI #MachineLearning #Algorithms #NeuralNetworks #DataScientists #Python
A good blog post to read.
New blog post: "Reflections on my (Machine Learning) PhD Journey" maithraraghu.com/blog/2020/R…
2020 has marked the end of my six year PhD journey, filled with struggles, success and evolution of personal & research perspectives. In the post I share experiences and lessons learned ⬇️
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To me it’s a terrible year, except for January because of having done with undergrad & had a Rag Tour. Apart from that, Nothing good happened at all. Finally it’s over. Looking forward to having great years ahead. “Leave all negatives behind, take with all positives onwards.”
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Kashob Roy retweeted
Hey Old/New Followers👋
This tweet is a thread of every important/useful Threads I have ever tweeted🧵
I guess I have a useful thread for everyone (Specially programmers)
Check it out and share with others if you feel like it is useful.
🧵👇
Your start never determines how you're going to finish!
This Post is from a suspended account. Learn more
Most glorious day, the day to be proud of as Bangladeshi, Today 50th #VictoryDay of #Bangladesh. May all our heroes rest in peace in heaven. 🙏🥰
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