Dr. Russell Greiner

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ADAPTIVE USER INTERFACE*

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BIOINFORMATICS*

• using SNP data [PolyomX]

• predicting protein function [Proteome Analyst]

• high-throughput quantitative NMR spectroscopy [ChenomX])

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BUDGETED LEARNING*

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EFFICIENT REASONING INFERENCE*

• Efficient Reasoning

• Pathology in search

• And-Or trees

• Solution Caching (aka View realization)

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EFFICIENT INTERPRETATION*

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• Image interpretation systems

• Car recognition systems

• Dynamic programming for face recognition

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GAMES*

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HANDLING/LEARNING FROM MISSING INFORMATION*

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• blocked test data

• omit irrelevant values

• active classifiers

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LEARNING BELIEF NETS*

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• learning accurate nets

• challenging MDL

• explanation

• computing confidence intervals

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LEARNING EFFECTIVE PERFORMANCE SYSTEMS*

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• PALO

• efficient strategy

• accurate theory

• categorical approximation

• effective landmark set

• PAO

• effective representation

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MISCELLANEOUS LEARNING*

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• Experimentation vs Guidance

• Explanation-Based Learning

• Learning hierarchical classifications

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SEQUENTIAL LEARNING*

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• sequential probability ratio test

• distribution specific

• distribution independent

• theory/experimental

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THEORY REVISION*

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• Delta

• DeltaDelta

• sample/computational complexity

• pure theory

• impure theory

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OTHER WORK*

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• Review of CYC project

• Diagnosis

• Plan Verifier

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PATENTS*