Researcher profile
Bhaskarjit Sarmah
2 papers in the PaperMetrix corpus
Publications
Papers by this author
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Enhanced Local Explainability and Trust Scores with Random Forest Proximities
2023 · arXiv (Cornell University)
We initiate a novel approach to explain the predictions and out of sample performance of random forest (RF) regression and classification models by exploiting the fact that any RF can be mathematically formulated as an …
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A Comparative Study of DSPy Teleprompter Algorithms for Aligning Large Language Models Evaluation Metrics to Human Evaluation
2024 · arXiv (Cornell University)
We argue that the Declarative Self-improving Python (DSPy) optimizers are a way to align the large language model (LLM) prompts and their evaluations to the human annotations. We present a comparative analysis of five teleprompter …