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ORCIDJuston Moore
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- affiliation: Los Alamos National Laboratory, USA
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2020 – today
- 2024
[c13]Haoruo Zhao, Hassan L. Hijazi, Haydn Jones, Juston Moore, Mathieu Tanneau
, Pascal Van Hentenryck:
Bound Tightening Using Rolling-Horizon Decomposition for Neural Network Verification. CPAIOR (2) 2024: 289-303- [c12]Sayanton V. Dibbo, Adam Breuer, Juston Moore, Michael A. Teti:
Improving Robustness to Model Inversion Attacks via Sparse Coding Architectures. ECCV (80) 2024: 117-136 - [c11]Sayanton V. Dibbo, Juston S. Moore, Garrett T. Kenyon, Michael A. Teti:
LCANets++: Robust Audio Classification Using Multi-Layer Neural Networks with Lateral Competition. ICASSP Workshops 2024: 129-133 - [c10]Kilian Zepf, Selma Wanna, Marco Miani, Juston Moore, Jes Frellsen, Søren Hauberg, Frederik Warburg, Aasa Feragen:
Laplacian Segmentation Networks Improve Epistemic Uncertainty Quantification. MICCAI (8) 2024: 349-359 - [i9]Siddharth Mansingh, Michal Kucer, Garrett T. Kenyon, Juston Moore, Michael A. Teti:
How Robust Are Energy-Based Models Trained With Equilibrium Propagation? CoRR abs/2401.11543 (2024) - [i8]Sayanton V. Dibbo, Adam Breuer, Juston Moore, Michael A. Teti:
Improving Robustness to Model Inversion Attacks via Sparse Coding Architectures. CoRR abs/2403.14772 (2024) - [i7]Brian Bell, Michael Geyer, David Glickenstein, Keaton Hamm, Carlos Scheidegger, Amanda S. Fernandez, Juston Moore:
Persistent Classification: A New Approach to Stability of Data and Adversarial Examples. CoRR abs/2404.08069 (2024) - [i6]Shivansh Sharma, Mathew Huang, Sanat Nair, Alan Wen, Christina Petlowany, Juston Moore, Selma Wanna, Mitch Pryor:
The Collection of a Human Robot Collaboration Dataset for Cooperative Assembly in Glovebox Environments. CoRR abs/2407.14649 (2024) - 2023
- [j1]Maksim Ekin Eren, Juston S. Moore, Erik Skau, Elisabeth Moore, Manish Bhattarai, Gopinath Chennupati, Boian S. Alexandrov:
General-purpose Unsupervised Cyber Anomaly Detection via Non-negative Tensor Factorization. DTRAP 4(1): 6:1-6:28 (2023) - [c9]Brian Wesley Bell, Michael Geyer, David Glickenstein, Amanda S. Fernandez, Juston Moore:
An Exact Kernel Equivalence for Finite Classification Models. TAG-ML 2023: 206-217 - [i5]Kilian Zepf, Selma Wanna, Marco Miani, Juston Moore, Jes Frellsen, Søren Hauberg, Aasa Feragen, Frederik Warburg:
Laplacian Segmentation Networks: Improved Epistemic Uncertainty from Spatial Aleatoric Uncertainty. CoRR abs/2303.13123 (2023) - [i4]Brian Bell, Michael Geyer, David Glickenstein, Amanda S. Fernandez, Juston Moore:
An Exact Kernel Equivalence for Finite Classification Models. CoRR abs/2308.00824 (2023) - [i3]Sayanton V. Dibbo, Juston S. Moore, Garrett T. Kenyon, Michael A. Teti:
LCANets++: Robust Audio Classification using Multi-layer Neural Networks with Lateral Competition. CoRR abs/2308.12882 (2023) - 2022
- [c8]Michael A. Teti, Garrett T. Kenyon, Ben Migliori, Juston Moore:
LCANets: Lateral Competition Improves Robustness Against Corruption and Attack. ICML 2022: 21232-21252 - [c7]Natalie Maus, Haydn Jones, Juston Moore, Matt J. Kusner, John Bradshaw, Jacob R. Gardner:
Local Latent Space Bayesian Optimization over Structured Inputs. NeurIPS 2022 - [c6]Haydn T. Jones, Jacob M. Springer, Garrett T. Kenyon, Juston S. Moore:
If you've trained one you've trained them all: inter-architecture similarity increases with robustness. UAI 2022: 928-937 - [i2]Natalie Maus, Haydn T. Jones, Juston S. Moore, Matt J. Kusner, John Bradshaw, Jacob R. Gardner:
Local Latent Space Bayesian Optimization over Structured Inputs. CoRR abs/2201.11872 (2022) - 2020
- [c5]Nga T. T. Nguyen, Juston S. Moore, Garrett T. Kenyon:
Using models of cortical development based on sparse coding to discriminate between real and synthetically-generated faces. AIPR 2020: 1-7 - [c4]Maksim Ekin Eren, Juston S. Moore, Boian S. Alexandrov:
Multi-Dimensional Anomalous Entity Detection via Poisson Tensor Factorization. ISI 2020: 1-6
2010 – 2019
- 2018
- [c3]Elisabeth Baseman, Nathan DeBardeleben, Sean Blanchard, Juston S. Moore, Olena Tkachenko, Kurt B. Ferreira, Taniya Siddiqua, Vilas Sridharan:
Physics-Informed Machine Learning for DRAM Error Modeling. DFT 2018: 1-6 - 2016
- [c2]Melissa J. Turcotte, Juston S. Moore, Nick Heard, Aaron McPhall:
Poisson factorization for peer-based anomaly detection. ISI 2016: 208-210 - 2013
- [i1]Aaron Schein, Juston Moore, Hanna M. Wallach:
Inferring Multilateral Relations from Dynamic Pairwise Interactions. CoRR abs/1311.3982 (2013) - 2012
- [c1]Peter M. Krafft, Juston Moore, Bruce A. Desmarais, Hanna M. Wallach:
Topic-Partitioned Multinetwork Embeddings. NIPS 2012: 2816-2824
Coauthor Index
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