{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T05:31:34Z","timestamp":1730266294852,"version":"3.28.0"},"reference-count":33,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020,7]]},"DOI":"10.1109\/ijcnn48605.2020.9207329","type":"proceedings-article","created":{"date-parts":[[2020,9,30]],"date-time":"2020-09-30T00:40:33Z","timestamp":1601426433000},"page":"1-8","source":"Crossref","is-referenced-by-count":4,"title":["A Novel DNN Training Framework via Data Sampling and Multi-Task Optimization"],"prefix":"10.1109","author":[{"given":"Boyu","family":"Zhang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"A. K.","family":"Qin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hong","family":"Pan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Timos","family":"Sellis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2018.2845361"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2015.08.038"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2004.11.011"},{"key":"ref30","first-page":"543","article-title":"A method for unconstrained convex minimization problem with the rate of convergence o (1\/k^ 2)","volume":"269","author":"nesterov","year":"1983","journal-title":"Doklady an USSR"},{"article-title":"Population based training of neural networks","year":"2017","author":"jaderberg","key":"ref10"},{"key":"ref11","first-page":"3856","article-title":"Dynamic routing between capsules","author":"sabour","year":"2017","journal-title":"Advances in neural information processing systems"},{"article-title":"Distilling the knowledge in a neural network","year":"2015","author":"hinton","key":"ref12"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2005.1555984"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2009.191"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-5529-2_5"},{"key":"ref16","first-page":"2004","article-title":"Multi-task bayesian optimization","author":"swersky","year":"2013","journal-title":"Advances in neural information processing systems"},{"key":"ref17","first-page":"199","article-title":"Collaborative hyperparameter tuning","author":"bardenet","year":"2013","journal-title":"International Conference on Machine Learning"},{"key":"ref18","first-page":"1077","article-title":"Efficient transfer learning method for automatic hyperparameter tuning","author":"yogatama","year":"2014","journal-title":"Artificial Intelligence and Statistics"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2015.2458037"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2015.2475299"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.243"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2012.6248092"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1214\/09-SS054"},{"article-title":"Squeezenet: Alexnet-level accuracy with 50x fewer parameters and&#x00A1; 0.5 mb model size","year":"2016","author":"iandola","key":"ref6"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00474"},{"article-title":"On optimization methods for deep learning","year":"2011","author":"le","key":"ref8"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/78.134446"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(98)00010-0"},{"article-title":"Unsupervised and semi-supervised learning with categorical generative adversarial networks","year":"2015","author":"springenberg","key":"ref9"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-49430-8_3"},{"key":"ref20","first-page":"1","article-title":"Evolutionary multitasking via explicit autoencoding","author":"feng","year":"2018","journal-title":"IEEE Transactions on Cybernetics"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/SSCI.2016.7850038"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3205455.3205638"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2017.7969407"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2015.2458037"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/1869790.1869829"},{"key":"ref25","first-page":"1","article-title":"Multifactorial genetic programming for symbolic regression problems","author":"zhong","year":"2018","journal-title":"IEEE Transactions on Systems Man and Cybernetics Systems"}],"event":{"name":"2020 International Joint Conference on Neural Networks (IJCNN)","start":{"date-parts":[[2020,7,19]]},"location":"Glasgow, United Kingdom","end":{"date-parts":[[2020,7,24]]}},"container-title":["2020 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9200848\/9206590\/09207329.pdf?arnumber=9207329","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,28]],"date-time":"2022-06-28T21:53:46Z","timestamp":1656453226000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9207329\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,7]]},"references-count":33,"URL":"https:\/\/doi.org\/10.1109\/ijcnn48605.2020.9207329","relation":{},"subject":[],"published":{"date-parts":[[2020,7]]}}}