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 Conference Papers (Available on Advance Programs)  (Sort by: Date Descending)
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Committee Date Time Place Paper Title / Authors Abstract Paper #
NLP 2023-05-13
10:50		 Fukushima Kenshin Koriyama Cultural Center (Koriyama, Fukushima) Study on the Effectiveness of Adaptive Gradient Algorithm with Momentum on Spatiotemporal Second-Order Dynamics Model
Shahrzad Mahboubi, Hiroshi Ninomiya (SIT) NLP2023-3		  [more] NLP2023-3
pp.11-15
CCS, NLP 2022-06-09
16:50		 Osaka
(Primary: On-site, Secondary: Online)		 A Study on Accelerating Stochastic Weight Difference Propagation with Momentum Term
Shahrzad Mahboubi, Hiroshi Ninomiya (Shonan Inst. of Tech.) NLP2022-9 CCS2022-9		 With the rapid development of the IoT, there has been an increasing need to process the data on microcomputers equipped ... [more] NLP2022-9 CCS2022-9
pp.40-45
NLP, MICT, MBE, NC
(Joint) [detail]		 2022-01-21
15:35		 Online Online On the Study of Stochastic Gradient Descent Learning using Weight Difference Propagation
Shahrzad Mahboubi, Ryo Yamatomi, Hiroshi Ninomiya (Shonan Inst. of Tech.) NLP2021-88 MICT2021-63 MBE2021-49		  [more] NLP2021-88 MICT2021-63 MBE2021-49
pp.61-66
NLP, MICT, MBE, NC
(Joint) [detail]		 2022-01-21
16:00		 Online Online On the Study of Second-Order Training Algorithm using Matrix Diagonalization based on Hutchinson estimation
Ryo Yamatomi, Shahrzad Mahboubi, Hiroshi Ninomiya (Shonan Inst. Tec.) NLP2021-89 MICT2021-64 MBE2021-50		 In this study, we propose a new training algorithm based on the second-order approximated gradient method, which aims to... [more] NLP2021-89 MICT2021-64 MBE2021-50
pp.67-70
NLP, MSS
(Joint)		 2019-03-15
14:55		 Fukui Bunkyo Camp., Univ. of Fukui On the Influence of Momentum term in quasi-Newton method
Shahrzad Mahboubi (SIT), Indrapriyadarsini s (Shizuoka Univ.), Hiroshi Ninomiya (SIT), Hideki Asai (Shizuoka Univ.) NLP2018-137		 The Nesterov's Accelerated quasi-Newton (NAQ) method was derived from the quadratic approximation of the error function ... [more] NLP2018-137
pp.69-74
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