Search Results for author: Kedarnath Kolluri

Found 2 papers, 1 papers with code

Extreme Multi-label Learning for Semantic Matching in Product Search

1 code implementation • 23 Jun 2021 • Wei-Cheng Chang, Daniel Jiang, Hsiang-Fu Yu, Choon-Hui Teo, Jiong Zhang, Kai Zhong, Kedarnath Kolluri, Qie Hu, Nikhil Shandilya, Vyacheslav Ievgrafov, Japinder Singh, Inderjit S. Dhillon

In this paper, we aim to improve semantic product search by using tree-based XMC models where inference time complexity is logarithmic in the number of products.

Extreme Multi-Label Classification Multi-Label Learning

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Enabling Efficiency-Precision Trade-offs for Label Trees in Extreme Classification

no code implementations • 1 Jun 2021 • Tavor Z. Baharav, Daniel L. Jiang, Kedarnath Kolluri, Sujay Sanghavi, Inderjit S. Dhillon

For such applications, a common approach is to organize these labels into a tree, enabling training and inference times that are logarithmic in the number of labels.

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