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pro vyhledávání: '"Mitra, Pallavi"'
Automated Computational Energy Minimization of ML Algorithms using Constrained Bayesian Optimization
Autor:
Mitra, Pallavi, Biessmann, Felix
Bayesian optimization (BO) is an efficient framework for optimization of black-box objectives when function evaluations are costly and gradient information is not easily accessible. BO has been successfully applied to automate the task of hyperparame
Externí odkaz:
http://arxiv.org/abs/2407.05788
Convolutional Neural Networks (CNNs) have achieved state-of-the-art performance in many computer vision tasks. However, high computational and storage demands hinder their deployment into resource-constrained environments, such as embedded devices. M
Externí odkaz:
http://arxiv.org/abs/2405.20876
Publikováno v:
In APCBEE Procedia 2014 10:59-63
Autor:
Nandi, Isita, Mitra, Pallavi, Banerjee, Prantik, Chakrabarti, Anirban, Ghosh, Mahua, Chakrabarti, Sampa
Publikováno v:
In Ecotoxicology and Environmental Safety 1 December 2012 86:7-12
Publikováno v:
In Chemical Engineering Journal 2011 171(1):54-60
Publikováno v:
In Handbook of Smart Photocatalytic Materials 2020:73-107
Autor:
Alem, Halima, Banerjee, Prantik, Bianchi, C.L., Capucci, V., Cerrato, G., Chakrabarti, Sampa, Chakraborty, Jeet, Cheralathan, K.K., Di Michele, A., Djellabi, R., Elaheh, Kowsari, Eluagwule, Benjamin, Frochot, Céline, Hamieh, Tayssir, Hussain, Chaudhery Mustansar, Krishnan, Venkata, Kumar, Ashish, Kumari, M. Mamatha, Malu, T.J., Meng, Xiangchao, Mitra, Pallavi, Morandi, S., Naimeh, Seifvand, Nath, Ipsita, Pacheco-Alvarez, Martin, Peralta-Hernandez, Juan Manuel, Picos, Ricardo, Prakash, R. Mithun, Rajbongshi, Biju Mani, Ramchiary, Anjalu, Rao, V. Navakoteswara, Rodriguez-Narvaez, Oscar M., Roques-Carmes, Thibault, Roy, Anirban, Sakar, M., Shankar, M.V., Sharma, Vishal, Toufaily, Joumana, Verpoort, Francis, Villiéras, Frédéric, Wang, Liang, Wang, Mengqing, Zhang, Jason
Publikováno v:
In Handbook of Smart Photocatalytic Materials 2020:xi-xiv
Akademický článek
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Publikováno v:
Swarm, Evolutionary & Memetic Computing (9783642353796); 2012, p636-643, 8p