Recent-ish Publications

Interviews and Popular Articles

PapersDB (AICML Papers Database)

Presentations

Publications (organized by Research Interests)

• BioInformatics
  (using SNP data [PolyomX], predicting protein function [Proteome Analyst], high-throughput quantitative NMR spectroscopy [ChenomX], ...)
• Learning Belief Nets
  (learning accurate nets, challenging MDL, explanation, computing confidence intervals, ...)
• Budgeted Learning
  
• Web "Information Content"
• Adaptive User Interface
• Learning Effective Performance Systems
  (PALO, efficient strategy, accurate theory, categorical approximation, effective landmark set, PAO, effective representation)
• Games
• Adaptive User Interface
• 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, ...
• Theory Revision
  (Delta, DeltaDelta, sample/computational complexity, pure theory, impure theory)
• Sequential Learning
  (sequential probability ratio test, distribution specific, distribution independent, theory/experimental)
• Handling/LearningFrom Missing Information
  (blocked test data, omit irrelevant values, active classifiers)
• Miscellaneous Learning
  Experimentation vs Guidance, Explanation-Based Learning, Learning hierarchical classifications, ...
• Other work:
  Review of CYC project, Diagnosis, Plan Verifier, ...
• Patents

Note: Papers that can be downloaded are drafts - the final versions are subject to copyright. Contact the appropriate publisher for the final versions.