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*

• Image interpretation systems

• Car recognition systems

• Dynamic programming for face recognition

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

LEARNING EFFECTIVE PERFORMANCE SYSTEMS*

• PALO

• efficient strategy

• accurate theory

• categorical approximation

• effective landmark set

• PAO

• effective representation

MISCELLANEOUS LEARNING*

• Experimentation vs Guidance

• Explanation-Based Learning

• Learning hierarchical classifications

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*

• Review of CYC project

• Diagnosis

• Plan Verifier

PATENTS*