Extreme Classification in Log Memory using Count-Min Sketch: A Case
Study of Amazon Search with 50M Products

Extreme Classification in Log Memory using Count-Min Sketch: A Case Study of Amazon Search with 50M Products

28 October 2019

Anshumali Shrivastava

Papers citing "Extreme Classification in Log Memory using Count-Min Sketch: A Case Study of Amazon Search with 50M Products"

10 / 10 papers shown

Title
Navigating Extremes: Dynamic Sparsity in Large Output Spaces Nasib Ullah Erik Schultheis Mike Lasby Yani Andrew Ioannou Rohit Babbar 33 0 0 05 Nov 2024
Graph Regularized Encoder Training for Extreme Classification Anshul Mittal Shikhar Mohan Deepak Saini Suchith C. Prabhu Jain jiao ... Manik Varma Sumeet Agarwal Soumen Chakrabarti Purushottam Kar Manik Varma GNN 33 0 0 28 Feb 2024
Generalized test utilities for long-tail performance in extreme multi-label classification Erik Schultheis Marek Wydmuch Wojciech Kotlowski Rohit Babbar Krzysztof Dembczyñski ELM 21 3 0 09 Nov 2023
Multi-modal Extreme Classification Anshul Mittal Kunal Dahiya Shreya Malani Janani Ramaswamy Seba Kuruvilla Jitendra Ajmera Keng-hao Chang Sumeet Agarwal Purushottam Kar Manik Varma 16 9 0 10 Sep 2023
Towards Memory-Efficient Training for Extremely Large Output Spaces -- Learning with 500k Labels on a Single Commodity GPU Erik Schultheis Rohit Babbar 11 4 0 06 Jun 2023
PINA: Leveraging Side Information in eXtreme Multi-label Classification via Predicted Instance Neighborhood Aggregation Eli Chien Jiong Zhang Cho-Jui Hsieh Jyun-Yu Jiang Wei-Cheng Chang O. Milenkovic Hsiang-Fu Yu 17 9 0 21 May 2023
NGAME: Negative Mining-aware Mini-batching for Extreme Classification Kunal Dahiya Nilesh Gupta Deepak Saini Akshay Soni Yajun Wang ... Sonu Mehta R. Ramjee Sumeet Agarwal Purushottam Kar Manik Varma 34 35 0 10 Jul 2022
Propensity-scored Probabilistic Label Trees Marek Wydmuch Kalina Jasinska-Kobus Rohit Babbar Krzysztof Dembczyñski 11 8 0 20 Oct 2021
On Riemannian Approach for Constrained Optimization Model in Extreme Classification Problems Jayadev Naram Tanmay Sinha Pawan Kumar 13 1 0 30 Sep 2021
DECAF: Deep Extreme Classification with Label Features Anshul Mittal Kunal Dahiya Sheshansh Agrawal Deepak Saini Sumeet Agarwal Purushottam Kar Manik Varma VLM 11 67 0 01 Aug 2021