Alon Kipnis – Available Research Projects

  • Feature selection and transfer learning when data is noisy and scarce

  • Statistical limits of pattern recognition: goodness-of-fit of discrete distributions

  • Discriminating human- from machine-generated text

  • Mining massive count tables for code and text analysis

  • Detecting and attributing authorship

  • Information-theoretic limitations of large language models

  • Clustering and topic modeling

  • Compressing empirical processes

  • Detecting rare hazard deviations in survival analysis

  • Mining massive vector databases and retrieval augmented generation

  • User profiling by counting impression events