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Chris worked on image compression with neural nets; on audio fingerprinting for duplicate detection, audio thumbnail generation and music identification (his work is currently used in Xbox and Windows Media Player to identify music); on general machine learning research; on ranking (his ranking algorithm has been used now for several years by Bing for web search); and most recently, on how to make artificial intelligence scalable.
There, he worked on the systems engineering of large communications networks for error robustness and network routing (AT&T still uses his algorithms to route several key networks); on neural networks for handwriting and machine print recognition (he worked on a system now used to read millions of checks daily, and in fact his long descent into machine learning was triggered by a particularly cool demo of a neural net recognizing handwritten digits in the early 90's); on a popular class of machine learning algorithms called Support Vector Machines (he was fortunate enough to work with one of SVM's inventors in the early days); and on speaker verification.
There, he worked on the systems engineering of large communications networks for error robustness and network routing (AT&T still uses his algorithms to route several key networks); on neural networks for handwriting and machine print recognition (he worked on a system now used to read millions of checks daily, and in fact his long descent into machine learning was triggered by a particularly cool demo of a neural net recognizing handwritten digits in the early 90's); on a popular class of machine learning algorithms called Support Vector Machines (he was fortunate enough to work with one of SVM's inventors in the early days); and on speaker verification.
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EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 2 - Volume 2 (2019): 505-513
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ACL '12: Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1pp.601-610, (2012)
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CIKM'12: 21st ACM International Conference on Information and Knowledge Management
Maui
Hawaii
USA
October, 2012pp.1930-1934, (2012)
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