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Gittens, Alex
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1

Reprogrammable-FL: Improving Utility-Privacy Tradeoff in Fe..:

, In: 2023 IEEE Conference on Secure and Trustworthy Machine Learning (SaTML),
Arif, Huzaifa ; Gittens, Alex ; Chen, Pin-Yu - p. 197-209 , 2023
Link: https://doi.org/10.1109/..
 
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2

Deception by Omission: Using Adversarial Missingness to Poi..:

, In: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining,
Koyuncu, Deniz ; Gittens, Alex ; Yener, Bülent. - p. 1164-1175 , 2023
Link: https://dl.acm.org/doi/1..
 
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3

TINKER: A framework for Open source Cyberthreat Intelligenc:

, In: 2022 IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom),
Rastogi, Nidhi ; Dutta, Sharmishtha ; Gittens, Alex.. - p. 1569-1574 , 2022
Link: https://doi.org/10.1109/..
 
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4

An Adversarial Perspective on Accuracy, Robustness, Fairnes..:

Gittens, Alex ; Yener, Bulent ; Yung, Moti
IEEE Access.  10 (2022)  - p. 120850-120865 , 2022
Link: https://doi.org/10.1109/..
 
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5

NoisyCUR: An Algorithm for Two-Cost Budgeted Matrix Complet..:

, In: Machine Learning and Knowledge Discovery in Databases; Lecture Notes in Computer Science,
Hu, Dong ; Gittens, Alex ; Magdon-Ismail, Malik - p. 746-761 , 2021
Link: https://doi.org/10.1007/..
 
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6

Sparse Graph Based Sketching for Fast Numerical Linear Alge..:

, In: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),
Hu, Dong ; Ubaru, Shashanka ; Gittens, Alex... - p. 3255-3259 , 2021
Link: https://doi.org/10.1109/..
 
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7

MALOnt: An Ontology for Malware Threat Intelligence:

, In: Deployable Machine Learning for Security Defense; Communications in Computer and Information Science,
Rastogi, Nidhi ; Dutta, Sharmishtha ; Zaki, Mohammed J... - p. 28-44 , 2020
Link: https://doi.org/10.1007/..
 
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8

Group Collaborative Representation for Image Set Classifica..:

Liu, Bo ; Jing, Liping ; Li, Jia...
International Journal of Computer Vision.  127 (2018)  2 - p. 181-206 , 2018
Link: https://doi.org/10.1007/..
 
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9

Accelerating Large-Scale Data Analysis by Offloading to Hig..:

, In: Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining,
Gittens, Alex ; Rothauge, Kai ; Wang, Shusen... - p. 293-301 , 2018
Link: https://dl.acm.org/doi/1..
 
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10

Alchemist: An Apache Spark ⇔ MPI interface:

Gittens, Alex ; Rothauge, Kai ; Wang, Shusen...
Concurrency and Computation: Practice and Experience.  31 (2018)  16 - p. , 2018
Link: https://doi.org/10.1002/..
 
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11

Improved Matrix Algorithms via the Subsampled Randomized Ha..:

Boutsidis, Christos ; Gittens, Alex
SIAM Journal on Matrix Analysis and Applications.  34 (2013)  3 - p. 1301-1340 , 2013
Link: https://doi.org/10.1137/..
 
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12

Texture‐based tissue characterization for high‐resolution C..:

Papadakis, Manos ; Bodmann, Bernhard G. ; Alexander, Simon K....
Communications in Numerical Methods in Engineering.  25 (2009)  6 - p. 597-613 , 2009
Link: https://doi.org/10.1002/..
 
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13

Simple Disentanglement of Style and Content in Visual Repre..:

Ngweta, Lilian ; Maity, Subha ; Gittens, Alex..
http://arxiv.org/abs/2302.09795.  , 2023
Link: http://arxiv.org/abs/230..
 
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14

Reduced Label Complexity For Tight $\ell_2$ Regression:

Gittens, Alex ; Magdon-Ismail, Malik
http://arxiv.org/abs/2305.07486.  , 2023
Link: http://arxiv.org/abs/230..
 
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15

Improving Neural Ranking Models with Traditional IR Methods:

Saha, Anik ; Hassanzadeh, Oktie ; Gittens, Alex...
http://arxiv.org/abs/2308.15027.  , 2023
Link: http://arxiv.org/abs/230..
 
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