Theoretical Aspects of Machine Learning and Artificial Intelligence
Theoretical Aspects of Machine Learning and Artificial Intelligence
批准号:
8914428
负责人:
Ronald Rivest
金额:
$0.0万
依托单位国家:
美国
项目类别:
Continuing grant
财政年份:
1990
资助国家:
美国
项目状态:
已结题
起止时间:
1990-01-15 至 1993-06-30
中文摘要
PI计划在人工智能理论方面研究可证明有效的机器学习技术。要研究的一些主题是:通过探索学习未知系统或环境的技术,表示和利用先验知识的技术,交易假设复杂性以适应数据的技术,具有无限数量状态的确定性系统的学习以及具有概率转移或输出函数的有限状态概率系统的学习。
英文摘要
The PI plans to work on provably effective techniques for machine learning in the area of theoretical aspects of artificial intelligence. Some topics to be studied are: techniques for learning an unknown system or environment by exploration, techniques for representing and utilizing prior knowledge, techniques for trading hypothesis complexity for fit to the data, learning deterministic systems with an infinite number of states and learning finite-state probabilistic systems with probabilistic transitions or output functions.
期刊论文(0)
专著(0)
科研奖励(0)
会议论文
SGER: Cryptographic Techniques for Trustworthy Computation in Faulty and Non-Confining Execution Environments
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批准号:0808907
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项目类别:Standard Grant
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资助金额:$0.0万
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财政年份:2008
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负责人:Ronald Rivest
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依托单位:
Efficient Algorithms for Machine Learning
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批准号:9310888
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项目类别:Continuing grant
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资助金额:$0.0万
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财政年份:1993
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负责人:Ronald Rivest
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依托单位:
Algorithms, Cryptography and Inference
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批准号:8607494
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项目类别:Continuing Grant
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资助金额:$28.3万
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财政年份:1986
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负责人:Ronald Rivest
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依托单位:
Concrete Computational Complexity (Computer Research)
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批准号:8006938
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项目类别:Continuing grant
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资助金额:$0.0万
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财政年份:1981
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负责人:Ronald Rivest
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依托单位:
Concrete Computational Complexity
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批准号:7805849
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项目类别:Continuing grant
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资助金额:$0.0万
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财政年份:1978
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负责人:Ronald Rivest
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依托单位:
Concrete Computational Complexity
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批准号:7614294
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项目类别:Standard Grant
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资助金额:$0.0万
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财政年份:1976
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负责人:Ronald Rivest
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依托单位:
国内基金
海外基金
基于构件软件的面向可靠安全Aspects建模和一体化开发方法研究
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批准号:60503032
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项目类别:青年科学基金项目
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资助金额:23.0万元
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批准年份:2005
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负责人:毛晓光
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依托单位: