Aleksei Triastcyn

According to our database, Aleksei Triastcyn authored at least 13 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Differentially private multi-agent constraint optimization.

Sankarshan Damle, Aleksei Triastcyn, Boi Faltings, Sujit Gujar

Auton. Agents Multi Agent Syst., June, 2024

2022

Generating Higher-Fidelity Synthetic Datasets with Privacy Guarantees.

Aleksei Triastcyn, Boi Faltings

Algorithms, 2022

A Distributed Differentially Private Algorithm for Resource Allocation in Unboundedly Large Settings.

Panayiotis Danassis, Aleksei Triastcyn, Boi Faltings

Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

2021

DP-REC: Private & Communication-Efficient Federated Learning.

Aleksei Triastcyn, Matthias Reisser, Christos Louizos

CoRR, 2021

Unsupervised Information Obfuscation for Split Inference of Neural Networks.

Mohammad Samragh, Hossein Hosseini, Aleksei Triastcyn, Kambiz Azarian, Joseph Soriaga, Farinaz Koushanfar

CoRR, 2021

2020

Data-Aware Privacy-Preserving Machine Learning.

Aleksei Triastcyn

PhD thesis, 2020

Federated Generative Privacy.

Aleksei Triastcyn, Boi Faltings

IEEE Intell. Syst., 2020

Differential Privacy Meets Maximum-weight Matching.

Panayiotis Danassis, Aleksei Triastcyn, Boi Faltings

CoRR, 2020

Bayesian Differential Privacy for Machine Learning.

Aleksei Triastcyn, Boi Faltings

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Improved Accounting for Differentially Private Learning.

Aleksei Triastcyn, Boi Faltings

CoRR, 2019

Federated Learning with Bayesian Differential Privacy.

Aleksei Triastcyn, Boi Faltings

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Generating Differentially Private Datasets Using GANs.

Aleksei Triastcyn, Boi Faltings

CoRR, 2018

2012

MediaEval 2012 Visual Privacy Task: Applying Transform-domain Scrambling to Automatically Detected Faces.

Pavel Korshunov, Aleksei Triastcyn, Touradj Ebrahimi

Proceedings of the Working Notes Proceedings of the MediaEval 2012 Workshop, 2012