253 citations · 771 across the 87 of their papers we have counts for
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cs.IR2022
SML:Enhance the Network Smoothness with Skip Meta Logit for CTR Prediction
Wenlong Deng, Lang Lang, Zhen Liu +1
In light of the smoothness property brought by skip connections in ResNet, this paper proposed the Skip Logit to introduce the skip connection mechanism that fits arbitrary DNN dim…
cs.IR2022
Bayesian Negative Sampling for Recommendation
Bin Liu, Bang Wang
How to sample high quality negative instances from unlabeled data, i.e., negative sampling, is important for training implicit collaborative filtering and contrastive learning mode…
cs.IR2022★ 5 cited
i-Razor: A Differentiable Neural Input Razor for Feature Selection and Dimension Search in DNN-Based Recommender Systems
Yao Yao, Bin Liu, Haoxun He +4
Input features play a crucial role in DNN-based recommender systems with thousands of categorical and continuous fields from users, items, contexts, and interactions. Noisy feature…