3 papers
cs.AI2026
Towards a Reliable and Practical Eval Pipeline
Emma Thuong Nguyen, Abhishek Ghose
LLM-based software systems increasingly require effective "evals" as quality gates in the development lifecycle. However, existing work typically addresses individual aspects of ev…
cs.LG2019
Rational Kernels: A survey
Abhishek Ghose
Many kinds of data are naturally amenable to being treated as sequences. An example is text data, where a text may be seen as a sequence of words. Another example is clickstream da…
cs.LG2019
Interpretability with Accurate Small Models
Abhishek Ghose, Balaraman Ravindran
Models often need to be constrained to a certain size for them to be considered interpretable. For example, a decision tree of depth 5 is much easier to understand than one of dept…