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pro vyhledávání: '"Ghosh, Souvik"'
Let $\mathbb{X}$ be a Banach space and let $\mathbb{X}^*$ be the dual space of $\mathbb{X}.$ For $x,y \in \mathbb{X},$ $ x$ is said to be $T$-orthogonal to $y$ if $Tx(y) =0,$ where $T$ is a bounded linear operator from $\mathbb{X}$ to $\mathbb{X}^*.$
Externí odkaz:
http://arxiv.org/abs/2407.05541
Autor:
Borisyuk, Fedor, He, Shihai, Ouyang, Yunbo, Ramezani, Morteza, Du, Peng, Hou, Xiaochen, Jiang, Chengming, Pasumarthy, Nitin, Bannur, Priya, Tiwana, Birjodh, Liu, Ping, Dangi, Siddharth, Sun, Daqi, Pei, Zhoutao, Shi, Xiao, Zhu, Sirou, Shen, Qianqi, Lee, Kuang-Hsuan, Stein, David, Li, Baolei, Wei, Haichao, Ghoting, Amol, Ghosh, Souvik
In this paper, we present LiGNN, a deployed large-scale Graph Neural Networks (GNNs) Framework. We share our insight on developing and deployment of GNNs at large scale at LinkedIn. We present a set of algorithmic improvements to the quality of GNN r
Externí odkaz:
http://arxiv.org/abs/2402.11139
Autor:
Borisyuk, Fedor, Zhou, Mingzhou, Song, Qingquan, Zhu, Siyu, Tiwana, Birjodh, Parameswaran, Ganesh, Dangi, Siddharth, Hertel, Lars, Xiao, Qiang, Hou, Xiaochen, Ouyang, Yunbo, Gupta, Aman, Singh, Sheallika, Liu, Dan, Cheng, Hailing, Le, Lei, Hung, Jonathan, Keerthi, Sathiya, Wang, Ruoyan, Zhang, Fengyu, Kothari, Mohit, Zhu, Chen, Sun, Daqi, Dai, Yun, Luan, Xun, Zhu, Sirou, Wang, Zhiwei, Daftary, Neil, Shen, Qianqi, Jiang, Chengming, Wei, Haichao, Varshney, Maneesh, Ghoting, Amol, Ghosh, Souvik
We present LiRank, a large-scale ranking framework at LinkedIn that brings to production state-of-the-art modeling architectures and optimization methods. We unveil several modeling improvements, including Residual DCN, which adds attention and resid
Externí odkaz:
http://arxiv.org/abs/2402.06859
Autor:
Wu, Jin-Sheng, Lazaro, Marina Torres, Ghosh, Souvik, Mundoor, Haridas, Wensink, Henricus H., Smalyukh, Ivan I.
Chiral nematic or cholesteric liquid crystals (LCs) are mesophases with long-ranged orientational order featuring a quasi-layered periodicity imparted by a helical configuration but lacking positional order. Doping molecular cholesteric LCs with thin
Externí odkaz:
http://arxiv.org/abs/2304.07447
Publikováno v:
In Journal of Computational Physics 1 July 2024 508
Autor:
Ghosh, Souvik, Kumar, Viney, Mukherjee, Haimanti, Saini, Saakshi, Gupta, Sumeet, Chauhan, Samrat, Kushwaha, Komal, Lahiri, Debrupa, Sircar, Debabrata, Roy, Partha
Publikováno v:
In Journal of Ethnopharmacology 28 June 2024 328
Autor:
Ghosh, Souvik, Herberg, Samuel
Publikováno v:
In Biomaterials and Biosystems March 2024 13
Autor:
Bhat, Sudipta, Ansari, Mohd Ikram, Kattoor, Jobin Jose, Sircar, Shubhankar, Dar, Parvaiz Sikander, Deol, Pallavi, Vinodh Kumar, O.R., Thomas, Prasad, Ghosh, Souvik, El Zowalaty, Mohamed E., Malik, Yashpal Singh
Publikováno v:
In Virology February 2024 590
Publikováno v:
In Biomaterials Advances November 2023 154
Autor:
Das, Bikramjit, Ghosh, Souvik
The number of common friends (or connections) in a graph is a commonly used measure of proximity between two nodes. Such measures are used in link prediction algorithms and recommendation systems in large online social networks. We obtain the rate of
Externí odkaz:
http://arxiv.org/abs/1908.04510