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09/10/2023
Multi-modal Extreme Classification
This paper develops the MUFIN technique for extreme classification (XC) ...
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07/10/2022
NGAME: Negative Mining-aware Mini-batching for Extreme Classification
Extreme Classification (XC) seeks to tag data points with the most relev...
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08/01/2021
DECAF: Deep Extreme Classification with Label Features
Extreme multi-label classification (XML) involves tagging a data point w...
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07/31/2021
ECLARE: Extreme Classification with Label Graph Correlations
Deep extreme classification (XC) seeks to train deep architectures that ...
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02/27/2020
RNNPool: Efficient Non-linear Pooling for RAM Constrained Inference
Pooling operators are key components in most Convolutional Neural Networ...
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01/15/2020
Extreme Regression for Dynamic Search Advertising
This paper introduces a new learning paradigm called eXtreme Regression ...
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09/06/2019
One Size Does Not Fit All: Multi-Scale, Cascaded RNNs for Radar Classification
Edge sensing with micro-power pulse-Doppler radars is an emergent domain...
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01/08/2019