Less is More: Mitigate Spurious Correlations for Open-Domain Dialogue
Response Generation Models by Causal DiscoveryTransactions of the Association for Computational Linguistics (TACL), 2023 |
Local permutation tests for conditional independenceAnnals of Statistics (Ann. Stat.), 2021 |
An Asymptotic Test for Conditional Independence using Analytic Kernel
EmbeddingsInternational Conference on Machine Learning (ICML), 2021 |
Conditional Independence Testing using Generative Adversarial NetworksNeural Information Processing Systems (NeurIPS), 2019 |
CCMI : Classifier based Conditional Mutual Information EstimationConference on Uncertainty in Artificial Intelligence (UAI), 2019 |
Robustness of Conditional GANs to Noisy LabelsNeural Information Processing Systems (NeurIPS), 2018 |