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06/05/2023
Discovering Dynamic Causal Space for DAG Structure Learning
Discovering causal structure from purely observational data (i.e., causa...
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03/06/2023
Boosting Differentiable Causal Discovery via Adaptive Sample Reweighting
Under stringent model type and variable distribution assumptions, differ...
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10/20/2022
Incorporating Bias-aware Margins into Contrastive Loss for Collaborative Filtering
Collaborative filtering (CF) models easily suffer from popularity bias, ...
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04/18/2021
Extract, Denoise, and Enforce: Evaluating and Predicting Lexical Constraints for Conditional Text Generation
Recently, pre-trained language models (PLMs) have dominated conditional ...
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10/20/2020