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Marcia, Roummel F.
71  results:
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1

Adversarial Attack and Training for Graph Convolutional Net..:

, In: 2024 IEEE 3rd International Conference on Computing and Machine Intelligence (ICMI),
Aburidi, Mohammed ; Marcia, Roummel F. - p. 1-5 , 2024
Link: https://doi.org/10.1109/..
 
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2

From Observations to Theoretical Consistency: Decoder Recov..:

, In: 2024 IEEE Conference on Computational Imaging Using Synthetic Apertures (CISA),
Munoz, Jocelyn Ornelas ; Rutter, Erica M. ; Marcia, Roummel F. - p. 01-05 , 2024
Link: https://doi.org/10.1109/..
 
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3

Sparse Overdispersed Photon-Limited Signal Recovery with Up..:

, In: 2023 IEEE 9th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP),
Lu, Yu ; Marcia, Roummel F. - p. 181-185 , 2023
Link: https://doi.org/10.1109/..
 
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4

Decoding the Hidden: Direct Image Classification Using Code..:

, In: 2023 IEEE 9th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP),
Munoz, Jocelyn Ornelas ; Rutter, Erica M. ; Marcia, Roummel F. - p. 361-365 , 2023
Link: https://doi.org/10.1109/..
 
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5

Negative Binomial Optimization for Low-Count Overdispersed ..:

, In: 2023 31st European Signal Processing Conference (EUSIPCO),
Lu, Yu ; Marcia, Roummel F. - p. 1948-1952 , 2023
Link: https://doi.org/10.23919..
 
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6

Overdispersed Photon-Limited Sparse Signal Recovery Using N..:

, In: 2023 IEEE 9th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP),
Lu, Yu ; Marcia, Roummel F. - p. 191-195 , 2023
Link: https://doi.org/10.1109/..
 
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7

Machine Learning for Classifying Images with Motion Blur:

, In: 2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA),
Garcia, Rogelio E. ; Alvarez, Jacqueline ; Marcia, Roummel F. - p. 490-494 , 2022
Link: https://doi.org/10.1109/..
 
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8

Large-Scale Optimization with Linear Equality Constraints U..:

Brust, Johannes J. ; Marcia, Roummel F. ; Petra, Cosmin G..
SIAM Journal on Scientific Computing.  44 (2022)  1 - p. A103-A127 , 2022
Link: https://doi.org/10.1137/..
 
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9

Convolution Padding in Recurrent Neural Networks for Image ..:

, In: 2021 55th Asilomar Conference on Signals, Systems, and Computers,
Ho, Alex ; Alvarez, Jacqueline ; Marcia, Roummel F. - p. 1699-1703 , 2021
Link: https://doi.org/10.1109/..
 
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10

Novel structural variant genome detection in extended pedig..:

, In: 2021 55th Asilomar Conference on Signals, Systems, and Computers,
Lazar, Andrew ; Banuelos, Mario ; Sindi, Suzanne. - p. 563-567 , 2021
Link: https://doi.org/10.1109/..
 
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11

Multi-Stage Gaussian Noise Reduction with Recurrent Neural ..:

, In: 2021 55th Asilomar Conference on Signals, Systems, and Computers,
Ranganath, Aditya ; DeGuchy, Omar ; Singhal, Mukesh. - p. 135-139 , 2021
Link: https://doi.org/10.1109/..
 
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12

Genomic Signal Processing for Variant Detection in Diploid ..:

, In: 2020 28th European Signal Processing Conference (EUSIPCO),
Spence, Melissa ; Banuelos, Mario ; Marcia, Roummel F.. - p. 1318-1322 , 2021
Link: https://doi.org/10.23919..
 
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13

Related Inference: A Supervised Learning Approach to Detect..:

, In: 2020 28th European Signal Processing Conference (EUSIPCO),
Banuelos, Mario ; DeGuchy, Omar ; Sindi, Suzanne. - p. 1215-1219 , 2021
Link: https://doi.org/10.23919..
 
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14

Detecting inherited and novel structural variants in low-co..:

Spence, Melissa ; Banuelos, Mario ; Marcia, Roummel F..
Methods.  173 (2020)  - p. 61-68 , 2020
Link: https://doi.org/10.1016/..
 
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15

Computationally Efficient Decompositions of Oblique Project..:

Brust, Johannes J. ; Marcia, Roummel F. ; Petra, Cosmin G.
SIAM Journal on Matrix Analysis and Applications.  41 (2020)  2 - p. 852-870 , 2020
Link: https://doi.org/10.1137/..
 
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