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pro vyhledávání: '"Saha, Amit Kumar"'
Neural Architecture Search (NAS) is a collection of methods to craft the way neural networks are built. We apply this idea to Federated Learning (FL), wherein predefined neural network models are trained on the client/device data. This approach is no
Externí odkaz:
http://arxiv.org/abs/2010.06223
Neural Architecture Search (NAS) is a collection of methods to craft the way neural networks are built. Current NAS methods are far from ab initio and automatic, as they use manual backbone architectures or micro building blocks (cells), which have h
Externí odkaz:
http://arxiv.org/abs/2010.05719
Autor:
George, Johnu, Gao, Ce, Liu, Richard, Liu, Hou Gang, Tang, Yuan, Pydipaty, Ramdoot, Saha, Amit Kumar
In this paper, we introduce Katib: a scalable, cloud-native, and production-ready hyperparameter tuning system that is agnostic of the underlying machine learning framework. Though there are multiple hyperparameter tuning systems available, this is t
Externí odkaz:
http://arxiv.org/abs/2006.02085
Autor:
Mohanraj, Nivedha, Joshi, Neha S., Poulose, Roshni, Patil, Rahul R., Santhoshkumar, Rashmi, Kumar, Anubhav, Waghmare, Girish P., Saha, Amit Kumar, Haider, Syeda Zehra, Markandeya, Yogananda S., Dey, Gourav, Rao, Laxmi T., Govindaraj, Periyasamy, Mehta, Bhupesh
Publikováno v:
In Toxicology Reports 2022 9:1501-1513
Autor:
Saha, Amit Kumar
In a wireless mesh network, nodes known as transit access points (TAPs) cooperatively forward traffic from users that may be multiple wireless hops apart. A limited number of TAPs also have a connection directly to the Internet, serving as gateway no
Externí odkaz:
http://hdl.handle.net/1911/20642
Autor:
Saha, Amit Kumar
In this thesis, I present the design and evaluation of new techniques for using directional antennas to save energy and to bridge network partitions in a mobile ad hoc network. This thesis advocates close but simple collaboration between the routing
Externí odkaz:
http://hdl.handle.net/1911/17620
Autor:
Saha, Amit Kumar1 amit92.du@gmail.com, Saha, Shikha2 shikhadumath58@gmail.com, Podder, Chandra Nath1 cpodder@du.ac.bd
Publikováno v:
Infectious Disease Modelling (2468-2152). Dec2022, Vol. 7 Issue 4, p660-689. 30p.
Publikováno v:
Infectious Disease Modelling (2468-2152). Jun2022, Vol. 7 Issue 2, p138-160. 23p.
Publikováno v:
Asian Journal of Anesthesiology; Sep2022, Vol. 60 Issue 3, p101-108, 8p