Publications:

• ReMatch: Retrieval Enhanced Schema Matching with LLMs

• Evaluation Methodology for Large Language Models for Multilingual Document Question and Answer

• Fine-Tuning or Retrieval? Comparing Knowledge Injection in LLMs

• Predicting unplanned readmissions in the intensive care unit: a multimodality evaluation

• MessageNet: Message Classification using Natural Language Processing and Meta-data

• Detection of Infectious Disease Outbreaks in Search Engine Time Series Using Non-Specific Syndromic Surveillance with Effect-Size Filtering

• Low latency privacy preserving inference

• Wavelet decompositions of Random Forests-smoothness analysis, sparse approximation and applications

• Wavelet Decomposition of Gradient Boosting

• Interpolatory refinements of nets of curves

• Function space analysis of deep learning representation layers

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Patents:

• System and method for improving machine learning models based on confusion error evaluation

• Iterative vectoring for constructing data driven machine learning models

• System and method for improving machine learning models by detecting and removing inaccurate training data

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