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Hero, Alfred O.
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1

Gradient Coding with Iterative Block Leverage Score Samplin:

Charalambides, Neophytos ; Pilanci, Mert ; Hero, Alfred O.
IEEE Transactions on Information Theory.  , 2024
Link: https://doi.org/10.1109/..
 
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2

Iterative Sketching for Secure Coded Regression:

Charalambides, Neophytos ; Mahdavifar, Hessam ; Pilanci, Mert.
IEEE Journal on Selected Areas in Information Theory.  5 (2024)  - p. 148-161 , 2024
Link: https://doi.org/10.1109/..
 
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3

SPIN: A data-driven model to reduce large chemical reaction..:

Baranwal, Mayank ; Saldinger, Jacob C. ; Kim, Doohyun...
Fuel.  367 (2024)  - p. 131299 , 2024
Link: https://doi.org/10.1016/..
 
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4

Resolution Limits of Non-Adaptive 20 Questions Search for a..:

Zhou, Lin ; Hero, Alfred O.
IEEE Transactions on Information Theory.  69 (2023)  9 - p. 5463-5484 , 2023
Link: https://doi.org/10.1109/..
 
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5

Any-Shot Learning From Multimodal Observations (ALMO):

Aktukmak, Mehmet ; Yilmaz, Yasin ; Hero, Alfred O.
IEEE Access.  11 (2023)  - p. 61513-61524 , 2023
Link: https://doi.org/10.1109/..
 
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6

A Practical Approach to Disease Risk Prediction: Focus on H..:

, In: 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM),
Yang, Hongyi ; Gonzalez, Rich ; Nallamothu, Brahmajee K.... - p. 3226-3133 , 2023
Link: https://doi.org/10.1109/..
 
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7

Compression-Informed Coded Computing:

, In: 2023 IEEE International Symposium on Information Theory (ISIT),
Rudow, Michael ; Charalambides, Neophytos ; Hero, Alfred O.. - p. 2177-2182 , 2023
Link: https://doi.org/10.1109/..
 
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8

Graph Sparsification by Approximate matrix Multiplication:

, In: 2023 IEEE Statistical Signal Processing Workshop (SSP),
Charalambides, Neophytos ; Hero, Alfred O. - p. 180-184 , 2023
Link: https://doi.org/10.1109/..
 
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9

Securely Aggregated Coded Matrix Inversion:

Charalambides, Neophytos ; Pilanci, Mert ; Hero, Alfred O.
IEEE Journal on Selected Areas in Information Theory.  4 (2023)  - p. 405-419 , 2023
Link: https://doi.org/10.1109/..
 
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10

Community Detection in High-Dimensional Graph Ensembles:

, In: 2023 57th Asilomar Conference on Signals, Systems, and Computers,
Malinas, Robert ; Song, Dogyoon ; Hero, Alfred O. - p. 322-329 , 2023
Link: https://doi.org/10.1109/..
 
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11

A Pattern Dictionary Method for Anomaly Detection:

Sabeti, Elyas ; Oh, Sehong ; Song, Peter X. K..
Entropy.  24 (2022)  8 - p. 1095 , 2022
Link: https://doi.org/10.3390/..
 
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12

Secure Linear MDS Coded Matrix Inversion:

, In: 2022 58th Annual Allerton Conference on Communication, Control, and Computing (Allerton),
Charalambides, Neophytos ; Pilanci, Mert ; Hero, Alfred O. - p. 1-8 , 2022
Link: https://doi.org/10.1109/..
 
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13

Second-Order Asymptotically Optimal Outlier Hypothesis Test..:

Zhou, Lin ; Wei, Yun ; Hero, Alfred O.
IEEE Transactions on Information Theory.  68 (2022)  6 - p. 3585-3607 , 2022
Link: https://doi.org/10.1109/..
 
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14

High Dimensional Stochastic Linear Contextual Bandit with M..:

, In: 2022 IEEE 32nd International Workshop on Machine Learning for Signal Processing (MLSP),
Jang, Byoungwook ; Nepper, Julia ; Chevrette, Marc.. - p. 1-6 , 2022
Link: https://doi.org/10.1109/..
 
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15

Struct2Graph: a graph attention network for structure based..:

Baranwal, Mayank ; Magner, Abram ; Saldinger, Jacob...
BMC Bioinformatics.  23 (2022)  1 - p. , 2022
Link: https://doi.org/10.1186/..
 
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