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Survival Prediction

ADAPTIVE USER INTERFACE*
BIOINFORMATICS*
- using SNP data [PolyomX]
- predicting protein function [Proteome Analyst]
- high-throughput quantitative NMR spectroscopy [ChenomX])
BUDGETED LEARNING*
EFFICIENT REASONING INFERENCE*
- Efficient Reasoning
- Pathology in search
- And-Or trees
- Solution Caching (aka View realization)
EFFICIENT INTERPRETATION*
GAMES*
HANDLING/LEARNING FROM MISSING INFORMATION*
- blocked test data
- omit irrelevant values
- active classifiers
LEARNING BELIEF NETS*
- learning accurate nets
- challenging MDL
- explanation
- computing confidence intervals

Counterfactual Reasoning

LEARNING EFFECTIVE PERFORMANCE SYSTEMS*
- PALO
- efficient strategy
- accurate theory
- categorical approximation
- effective landmark set
- PAO
- effective representation
MISCELLANEOUS LEARNING*
SEQUENTIAL LEARNING*
- sequential probability ratio test
- distribution specific
- distribution independent
- theory/experimental
THEORY REVISION*
- Delta
- DeltaDelta
- sample/computational complexity
- pure theory
- impure theory
OTHER WORK*
PATENTS*

NB: * denotes my non-active research
Note: Papers that can be downloaded are drafts. The final versions are subject to copyright. Contact the appropriate pubisher for the final versions.

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