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TreeView: Peeking into Deep Neural Networks Via Feature-Space Partitioning

J. Thiagarajan, B. Kailkhura, P. Sattigeri, and K. Ramamurthy. (2016)cite arxiv:1611.07429Comment: Presented at NIPS 2016 Workshop on Interpretable Machine Learning in Complex Systems.

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Data Falsification Attacks on Consensus-Based Detection Systems.B. Kailkhura, S. Brahma, and P. Varshney. IEEE Trans. Signal and Information Processing over Networks, 3 (1): 145-158 (2017)TreeView: Peeking into Deep Neural Networks Via Feature-Space PartitioningJ. Thiagarajan, B. Kailkhura, P. Sattigeri, and K. Ramamurthy. (2016)cite arxiv:1611.07429Comment: Presented at NIPS 2016 Workshop on Interpretable Machine Learning in Complex Systems.Universal Decision-Based Black-Box Perturbations: Breaking Security-Through-Obscurity Defenses.T. Hogan, and B. Kailkhura. CoRR, (2018)MimicGAN: Corruption-Mimicking for Blind Image Recovery & Adversarial Defense.R. Anirudh, J. Thiagarajan, B. Kailkhura, and T. Bremer. CoRR, (2018)Instance-wise Linearization of Neural Network for Model Interpretation.Z. Li, S. Liu, B. Kailkhura, T. Bremer, and V. Pascucci. CoRR, (2023)MimicGAN: Robust Projection onto Image Manifolds with Corruption Mimicking.R. Anirudh, J. Thiagarajan, B. Kailkhura, and P. Bremer. Int. J. Comput. Vis., 128 (10): 2459-2477 (2020)Transformers Can Do Arithmetic with the Right Embeddings.S. McLeish, A. Bansal, A. Stein, N. Jain, J. Kirchenbauer, B. Bartoldson, B. Kailkhura, A. Bhatele, J. Geiping, A. Schwarzschild and 1 other author(s). CoRR, (2024)Robusta: Robust AutoML for Feature Selection via Reinforcement Learning.X. Wang, B. Li, Y. Zhang, B. Kailkhura, and K. Nahrstedt. CoRR, (2021)Leveraging Hierarchical Feature Sharing for Efficient Dataset Condensation.H. Zheng, J. Sun, S. Wu, B. Kailkhura, Z. Mao, C. Xiao, and A. Prakash. CoRR, (2023)DeepZero: Scaling up Zeroth-Order Optimization for Deep Model Training.A. Chen, Y. Zhang, J. Jia, J. Diffenderfer, J. Liu, K. Parasyris, Y. Zhang, Z. Zhang, B. Kailkhura, and S. Liu. CoRR, (2023)

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TreeView: Peeking into Deep Neural Networks Via Feature-Space Partitioning

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Disambiguation of "Kailkhura, Bhavya"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML TreeView: Peeking into Deep Neural Networks Via Feature-Space Partitioning

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TreeView: Peeking into Deep Neural Networks Via Feature-Space Partitioning