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Attend and Predict: Understanding Gene Regulation by Selective Attention on Chromatin., , , и . NIPS, стр. 6785-6795. (2017)Perturbing Inputs for Fragile Interpretations in Deep Natural Language Processing., , , , и . BlackboxNLP@EMNLP, стр. 420-434. Association for Computational Linguistics, (2021)GaKCo: A Fast Gapped k-mer String Kernel Using Counting., , , , , и . ECML/PKDD (1), том 10534 из Lecture Notes in Computer Science, стр. 356-373. Springer, (2017)Beyond Data Samples: Aligning Differential Networks Estimation with Scientific Knowledge., , и . AISTATS, том 151 из Proceedings of Machine Learning Research, стр. 10881-10923. PMLR, (2022)White-box Testing of NLP models with Mask Neuron Coverage., , , и . NAACL-HLT (Findings), стр. 1547-1558. Association for Computational Linguistics, (2022)Improving Interpretability via Explicit Word Interaction Graph Layer., , , , , и . AAAI, стр. 13528-13537. AAAI Press, (2023)Differential Network Learning Beyond Data Samples., , , и . CoRR, (2020)ST-MAML : A stochastic-task based method for task-heterogeneous meta-learning., , , и . UAI, том 180 из Proceedings of Machine Learning Research, стр. 2066-2074. PMLR, (2022)Neural Message Passing for Multi-label Classification., , и . ECML/PKDD (2), том 11907 из Lecture Notes in Computer Science, стр. 138-163. Springer, (2019)Fast and Scalable Learning of Sparse Changes in High-Dimensional Gaussian Graphical Model Structure., , и . AISTATS, том 84 из Proceedings of Machine Learning Research, стр. 1691-1700. PMLR, (2018)