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Triastcyn, Aleksei
16  Ergebnisse:
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1

Differentially private multi-agent constraint optimization:

Damle, Sankarshan ; Triastcyn, Aleksei ; Faltings, Boi.
Autonomous Agents and Multi-Agent Systems.  38 (2024)  1 - p. , 2024
Link: https://doi.org/10.1007/..
 
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2

Deep learning cluster analysis reveals subtypes in response..:

Weis, Caroline ; Littmann, Maria ; Triastcyn, Aleksei...
Journal of Hepatology.  78 (2023)  - p. S1151-S1152 , 2023
Link: https://doi.org/10.1016/..
 
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3

Generating Higher-Fidelity Synthetic Datasets with Privacy ..:

Triastcyn, Aleksei ; Faltings, Boi
Algorithms.  15 (2022)  7 - p. 232 , 2022
Link: https://doi.org/10.3390/..
 
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4

Differentially Private Multi-Agent Constraint Optimization:

, In: IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology,
Damle, Sankarshan ; Triastcyn, Aleksei ; Faltings, Boi. - p. 422-429 , 2021
Link: https://dl.acm.org/doi/1..
 
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5

Federated Generative Privacy:

Triastcyn, Aleksei ; Faltings, Boi
IEEE Intelligent Systems.  35 (2020)  4 - p. 50-57 , 2020
Link: https://doi.org/10.1109/..
 
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6

Federated Learning with Bayesian Differential Privacy:

, In: 2019 IEEE International Conference on Big Data (Big Data),
Triastcyn, Aleksei ; Faltings, Boi - p. 2587-2596 , 2019
Link: https://doi.org/10.1109/..
 
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7

Unsupervised Information Obfuscation for Split Inference of..:

Samragh, Mohammad ; Hosseini, Hossein ; Triastcyn, Aleksei...
http://arxiv.org/abs/2104.11413.  , 2021
Link: http://arxiv.org/abs/210..
 
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8

DP-REC: Private & Communication-Efficient Federated Learnin:

Triastcyn, Aleksei ; Reisser, Matthias ; Louizos, Christos
http://arxiv.org/abs/2111.05454.  , 2021
Link: http://arxiv.org/abs/211..
 
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9

Generating Higher-Fidelity Synthetic Datasets with Privacy ..:

Triastcyn, Aleksei ; Faltings, Boi
http://arxiv.org/abs/2003.00997.  , 2020
Link: http://arxiv.org/abs/200..
 
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10

A Distributed Differentially Private Algorithm for Resource..:

Danassis, Panayiotis ; Triastcyn, Aleksei ; Faltings, Boi
http://arxiv.org/abs/2011.07934.  , 2020
Link: http://arxiv.org/abs/201..
 
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11

Federated Learning with Bayesian Differential Privacy:

Triastcyn, Aleksei ; Faltings, Boi
http://arxiv.org/abs/1911.10071.  , 2019
Link: http://arxiv.org/abs/191..
 
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12

Federated Generative Privacy:

Triastcyn, Aleksei ; Faltings, Boi
http://arxiv.org/abs/1910.08385.  , 2019
Link: http://arxiv.org/abs/191..
 
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13

Bayesian Differential Privacy for Machine Learning:

Triastcyn, Aleksei ; Faltings, Boi
http://arxiv.org/abs/1901.09697.  , 2019
Link: http://arxiv.org/abs/190..
 
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14

Generating Artificial Data for Private Deep Learning:

Triastcyn, Aleksei ; Faltings, Boi
http://arxiv.org/abs/1803.03148.  , 2018
Link: http://arxiv.org/abs/180..
 
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15

Generating Higher-Fidelity Synthetic Datasets with Privacy ..:

Aleksei Triastcyn ; Boi Faltings
https://www.mdpi.com/1999-4893/15/7/232.  , 2022
Link: https://doi.org/10.3390/..
 
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