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RESEARCH INTERESTS

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ADAPTIVE USER INTERFACE*

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BIOINFORMATICS*

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BUDGETED LEARNING*

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EFFICIENT REASONING INFERENCE*

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EFFICIENT INTERPRETATION*

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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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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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PATENTS*

NB: * denotes my non-active research

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