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liu@walmart.comWalmart Global TechHobokenNJUSA,Atul Singhatul.singh@walmart.comWalmart Global TechHobokenNJUSA,Jingbo Liujingbo.liu@walmart.
while SCLCS identifies stable samples via a top-k ranking, we further introduce a density-balanced sampling strategy as a necessary correction to promote diversity, ensuring the final core-set is both...
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Abstract page for arXiv paper 2407.06709: Top-K Pairwise Ranking: Bridging the Gap Among Ra... arXiv-issued DOI via DataCite Related DOI:https://doi.org/10.1007/s11263-024-02157-wFocus to...
Abstract page for arXiv paper 2505.20046: REARANK: Reasoning Re-ranking Agent via Reinforc... notably requiring only 179 annotated samples. Built on top of Qwen2.5-7B, our REARANK-7B dem...
Abstract page for arXiv paper 2506.13799: Feedforward Ordering in Neural Connectomes via Fee... we demonstrate the effectiveness of our ranking strategies in maximizing the total weight of forward...
often via ranking algorithms intended to focus on 'top' applicants. However, the Court's ruling will force changes to these models, which were able to consider race as a factor in ranking. There is curren...
via a ranking oracle that can sort every input based on the values of fݑ fitalic_f. In this work, we focus on a particular family of ranking oracles where only the sorted indexes of top elements are returne...
