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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 7 | Month- July 2024
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Published Paper Details:
Paper Title
COMPASSION BETWEEN VARIOUS OPTIMIZATION TECHNIQUES USED IN MACHINE LEANING
Authors
Rohit Garg, Sohit Aggarwal
Keywords
:- Artificial Intelligence, Optimization Algorithms, Adam, Nestrov, Gradient Descent
Abstract
Optimization in simplest terms optimization is choosing inputs that will result in the best possible outputs or making things the best that they can be. In the era from 2006 to 2009 peoples are looking to improve learning algorithms. At that time the best learning algorithm was gradient descent and the researchers are looking for a better learning algorithm than gradient descent. The researchers are looking for a better solution to the initialization problem in a neural network or some clear wait configuration. And that time they have sigmoid as a nonlinear activation function and they are searching for some better activation function. So they have started to invent new optimization techniques to improve all above parameters. Here in this paper we are comparing some latest Optimisation algorithms and made the conclusion that which algorithm is better in artificial intelligence e applications.
IJCRT's Publication Details
Unique Identification Number - IJCRT2105951
Paper ID - 207814
Page Number(s) - i846-i848
Pubished in - Volume 9 | Issue 5 | May 2021
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Rohit Garg, Sohit Aggarwal, "COMPASSION BETWEEN VARIOUS OPTIMIZATION TECHNIQUES USED IN MACHINE LEANING", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.9, Issue 5, pp.i846-i848, May 2021, Available at :http://www.ijcrt.org/papers/IJCRT2105951.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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