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Measuring and Mitigating Local Instability in Deep Neural Networks.

, , , , , , and . ACL (Findings), page 2810-2823. Association for Computational Linguistics, (2023)

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Toward Interpretable Topic Discovery via Anchored Correlation Explanation., , , and . (2016)cite arxiv:1606.07043Comment: presented at 2016 ICML Workshop on #Data4Good: Machine Learning in Social Good Applications, New York, NY.Estimating Mutual Information by Local Gaussian Approximation., , and . UAI, page 278-285. AUAI Press, (2015)Interpretable Diffusion via Information Decomposition., , , , and . CoRR, (2023)Maximally Informative Hierarchical Representations of High-Dimensional Data., and . AISTATS, volume 38 of JMLR Workshop and Conference Proceedings, JMLR.org, (2015)Latent Space Model for Multi-Modal Social Data., , , and . WWW, page 447-458. ACM, (2016)Statistical Mechanics of Semi-Supervised Clustering in Sparse Graphs (Abstract)., , and . UAI, page 853. AUAI Press, (2011)StATIK: Structure and Text for Inductive Knowledge Graph Completion., , , , , and . NAACL-HLT (Findings), page 604-615. Association for Computational Linguistics, (2022)Kernelized Hashcode Representations for Relation Extraction., , , , , and . AAAI, page 6431-6440. AAAI Press, (2019)Hamiltonian Dynamics with Non-Newtonian Momentum for Rapid Sampling., and . NeurIPS, page 11012-11025. (2021)Towards Sparsified Federated Neuroimaging Models via Weight Pruning., , , , , and . DeCaF/FAIR@MICCAI, volume 13573 of Lecture Notes in Computer Science, page 141-151. Springer, (2022)