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Moon, Kevin R
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1

Geometry Regularized Autoencoders:

Duque, Andres F. ; Morin, Sacha ; Wolf, Guy.
IEEE Transactions on Pattern Analysis and Machine Intelligence.  45 (2023)  6 - p. 7381-7394 , 2023
Link: https://doi.org/10.1109/..
 
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2

Geometry- and Accuracy-Preserving Random Forest Proximities:

Rhodes, Jake S. ; Cutler, Adele ; Moon, Kevin R.
IEEE Transactions on Pattern Analysis and Machine Intelligence.  45 (2023)  9 - p. 10947-10959 , 2023
Link: https://doi.org/10.1109/..
 
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3

Data Imputation with an Autoencoder and MAGIC:

, In: 2023 International Conference on Sampling Theory and Applications (SampTA),
Eddington, Devin ; Correa, Andres F. Duque ; Wolf, Guy. - p. 1-5 , 2023
Link: https://doi.org/10.1109/..
 
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4

Diffusion Transport Alignment:

, In: Advances in Intelligent Data Analysis XXI; Lecture Notes in Computer Science,
Duque, Andrés F. ; Wolf, Guy ; Moon, Kevin R. - p. 116-129 , 2023
Link: https://doi.org/10.1007/..
 
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5

Manifold Alignment with Label Information:

, In: 2023 International Conference on Sampling Theory and Applications (SampTA),
Duque Correa, Andres F. ; Lizotte, Myriam ; Wolf, Guy. - p. 1-6 , 2023
Link: https://doi.org/10.1109/..
 
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6

Structural and developmental principles of neuropil assembl..:

Moyle, Mark W. ; Barnes, Kristopher M. ; Kuchroo, Manik...
Nature.  591 (2021)  7848 - p. 99-104 , 2021
Link: https://doi.org/10.1038/..
 
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7

Ensemble Estimation of Generalized Mutual Information With ..:

Moon, Kevin R. ; Sricharan, Kumar ; Hero, Alfred O.
IEEE Transactions on Information Theory.  67 (2021)  9 - p. 5963-5996 , 2021
Link: https://doi.org/10.1109/..
 
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8

Random Forest-Based Diffusion Information Geometry for Supe..:

, In: 2021 IEEE Statistical Signal Processing Workshop (SSP),
Rhodes, Jake S. ; Cutler, Adele ; Wolf, Guy. - p. 331-335 , 2021
Link: https://doi.org/10.1109/..
 
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9

Imaging of PD-L1 in single cancer cells by SERS-based hyper..:

Zhang, Wei ; Rhodes, Jake S. ; Moon, Kevin R....
Biomedical Optics Express.  11 (2020)  11 - p. 6197 , 2020
Link: https://doi.org/10.1364/..
 
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10

Label-free discrimination and quantitative analysis of oxid..:

Zhang, Wei ; Rhodes, Jake S. ; Garg, Ankit...
Analytica Chimica Acta.  1128 (2020)  - p. 221-230 , 2020
Link: https://doi.org/10.1016/..
 
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11

Author Correction: Visualizing structure and transitions in..:

Moon, Kevin R. ; van Dijk, David ; Wang, Zheng...
Nature Biotechnology.  38 (2020)  1 - p. 108-108 , 2020
Link: https://doi.org/10.1038/..
 
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12

Modeling Global Dynamics from Local Snapshots with Deep Gen..:

, In: 2019 13th International conference on Sampling Theory and Applications (SampTA),
Gigante, Scott ; van Dijk, David ; Moon, Kevin R.... - p. 1-4 , 2019
Link: https://doi.org/10.1109/..
 
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13

Compressed Diffusion:

, In: 2019 13th International conference on Sampling Theory and Applications (SampTA),
Gigante, Scott ; Stanley, Jay S. ; Vu, Ngan... - p. 1-4 , 2019
Link: https://doi.org/10.1109/..
 
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14

Coarse Graining of Data via Inhomogeneous Diffusion Condens..:

, In: 2019 IEEE International Conference on Big Data (Big Data),
Brugnone, Nathan ; Gonopolskiy, Alex ; Moyle, Mark W.... - p. 2624-2633 , 2019
Link: https://doi.org/10.1109/..
 
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15

Convergence Rates for Empirical Estimation of Binary Classi..:

Sekeh, Salimeh Yasaei ; Noshad, Morteza ; Moon, Kevin R..
Entropy.  21 (2019)  12 - p. 1144 , 2019
Link: https://doi.org/10.3390/..
 
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