2 papers
cs.LG2026
RCAP: Robust, Class-Aware, Probabilistic Dynamic Dataset Pruning
Atif Hassan, Swanand Khare, Jiaul H. Paik
Dynamic data pruning techniques aim to reduce computational cost while minimizing information loss by periodically selecting representative subsets of input data during model train…
cs.IR2015
A Polya Urn Document Language Model for Improved Information Retrieval
Ronan Cummins, Jiaul Hoque Paik, Yuanhua Lv
The multinomial language model has been one of the most effective models of retrieval for over a decade. However, the multinomial distribution does not model one important linguist…