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cs.IR2022
Field-wise Embedding Size Search via Structural Hard Auxiliary Mask Pruning for Click-Through Rate Prediction
Tesi Xiao, Xia Xiao, Ming Chen +1
Feature embeddings are one of the most essential steps when training deep learning based Click-Through Rate prediction models, which map high-dimensional sparse features to dense e…
math.OC2022★ 1 cited
A Projection-free Algorithm for Constrained Stochastic Multi-level Composition Optimization
Tesi Xiao, Krishnakumar Balasubramanian, Saeed Ghadimi
We propose a projection-free conditional gradient-type algorithm for smooth stochastic multi-level composition optimization, where the objective function is a nested composition of…