{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,19]],"date-time":"2025-09-19T07:05:58Z","timestamp":1758265558742,"version":"3.28.0"},"reference-count":20,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013,5]]},"DOI":"10.1109\/icassp.2013.6638237","type":"proceedings-article","created":{"date-parts":[[2013,10,29]],"date-time":"2013-10-29T23:19:46Z","timestamp":1383088786000},"page":"3143-3147","source":"Crossref","is-referenced-by-count":24,"title":["Random features for Kernel Deep Convex Network"],"prefix":"10.1109","author":[{"given":"Po-Sen","family":"Huang","sequence":"first","affiliation":[]},{"given":"Li","family":"Deng","sequence":"additional","affiliation":[]},{"given":"Mark","family":"Hasegawa-Johnson","sequence":"additional","affiliation":[]},{"given":"Xiaodong","family":"He","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"19","doi-asserted-by":"crossref","DOI":"10.21437\/Interspeech.2012-8","article-title":"Are sparse representations rich enough for acoustic modeling?","author":"vinyals","year":"2012","journal-title":"Proceedings of Interspeech"},{"key":"17","article-title":"Natural language processing (almost) from scratch","author":"collobert","year":"2011","journal-title":"Journal of Machine Learning Research"},{"key":"18","article-title":"Generative and discriminative algorithms for spoken language understanding","author":"raymond","year":"2007","journal-title":"Proc of Interspeech"},{"key":"15","doi-asserted-by":"publisher","DOI":"10.1109\/MLSP.2012.6349811"},{"key":"16","doi-asserted-by":"publisher","DOI":"10.1109\/SLT.2010.5700816"},{"key":"13","article-title":"On the impact of kernel approximation on learning accuracy","author":"cortes","year":"2010","journal-title":"International Conference on Artificial Intelligence and Statistics (AISTATS)"},{"journal-title":"Fourier Analysis on Groups","year":"1994","author":"rudin","key":"14"},{"key":"11","article-title":"Ensemble nystro?m method","author":"kumar","year":"2009","journal-title":"Advances Neural Inform Processing Syst (NIPS)"},{"key":"12","article-title":"Random features for largescale kernel machines","author":"rahimi","year":"2007","journal-title":"Advances Neural Inform Processing Syst (NIPS)"},{"key":"3","doi-asserted-by":"crossref","DOI":"10.21437\/Interspeech.2011-607","article-title":"Deep convex network: A scalable architecture for speech pattern classification","author":"deng","year":"2011","journal-title":"InterSpeech"},{"key":"20","article-title":"Kernel methods for deep learning","author":"cho","year":"2009","journal-title":"Advances Neural Inform Processing Syst (NIPS)"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1109\/TASL.2011.2134090"},{"key":"1","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2012.2205597"},{"key":"10","first-page":"2153","article-title":"On the Nystro?m method for approximating a gram matrix for improved kernel-based learning","volume":"6","author":"drineas","year":"2005","journal-title":"Journal of Machine Learning Research"},{"key":"7","first-page":"375","article-title":"Improving the accuracy and speed of support vector machines","author":"burges","year":"1997","journal-title":"Advances in Neural Information Processing Systems (NIPS)"},{"journal-title":"Pattern Recognition and Machine Learning (Information Science and Statistics)","year":"2006","author":"bishop","key":"6"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1109\/SLT.2012.6424224"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2012.6288333"},{"key":"9","first-page":"335","article-title":"Sampling techniques for kernel methods","author":"achlioptas","year":"2001","journal-title":"Advances Neural Inform Processing Syst (NIPS)"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1016\/S0925-2312(03)00429-6"}],"event":{"name":"ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","start":{"date-parts":[[2013,5,26]]},"location":"Vancouver, BC, Canada","end":{"date-parts":[[2013,5,31]]}},"container-title":["2013 IEEE International Conference on Acoustics, Speech and Signal Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6619549\/6637585\/06638237.pdf?arnumber=6638237","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,3,10]],"date-time":"2022-03-10T22:51:13Z","timestamp":1646952673000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6638237\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,5]]},"references-count":20,"URL":"https:\/\/doi.org\/10.1109\/icassp.2013.6638237","relation":{},"subject":[],"published":{"date-parts":[[2013,5]]}}}