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个人简介
My research interests cover a number of different areas: machine learning, algorithms and theory, automata theory, speech processing, natural language processing, computational biology, and the design of general-purpose software libraries. I have extensively published conference and journal papers in all of these areas.
My research in learning theory and algorithms has been used in a variety of applications. My work on automata theory and algorithms has served as the foundation for several applications in language processing, with several of my algorithms used in virtually all spoken-dialog and speech recognitions systems used in the United States. I have also co-authored several software libraries widely used in research and academic labs.
I have contributed to the organization of numerous conferences and workshops, including as co-chair for COLT 2010. I am on the Editorial or advisory boards of several journals including the Journal of Machine Learning Research, Machine Learning journal, and the Journal of Automata, Languages and Combinatorics.
I am co-author of the machine learning textbook Foundations of Machine Learning used in graduate courses on machine learning in several universities and corporate research laboratories.
My research in learning theory and algorithms has been used in a variety of applications. My work on automata theory and algorithms has served as the foundation for several applications in language processing, with several of my algorithms used in virtually all spoken-dialog and speech recognitions systems used in the United States. I have also co-authored several software libraries widely used in research and academic labs.
I have contributed to the organization of numerous conferences and workshops, including as co-chair for COLT 2010. I am on the Editorial or advisory boards of several journals including the Journal of Machine Learning Research, Machine Learning journal, and the Journal of Automata, Languages and Combinatorics.
I am co-author of the machine learning textbook Foundations of Machine Learning used in graduate courses on machine learning in several universities and corporate research laboratories.
研究兴趣
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arxiv(2024)
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Annals of Mathematics and Artificial Intelligenceno. 2 (2024): 1-46
CoRR (2024)
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Journal of Global Optimizationpp.1-17, (2024)
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