Aleksei Triastcyn

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 15

Top Topics

Differential Privacy

Differentially Private

Synthetic Datasets

Constraint Optimization

Top Venues

Auton. Agents Multi Agent Syst.

IEEE Intell. Syst.

Publications

Sankarshan Damle, Aleksei Triastcyn, Boi Faltings, Sujit Gujar
Differentially private multi-agent constraint optimization. Auton. Agents Multi Agent Syst. 38 (1) (2024)
Aleksei Triastcyn, Boi Faltings
Generating Higher-Fidelity Synthetic Datasets with Privacy Guarantees. Algorithms 15 (7) (2022)
Panayiotis Danassis, Aleksei Triastcyn, Boi Faltings
A Distributed Differentially Private Algorithm for Resource Allocation in Unboundedly Large Settings. AAMAS (2022)
Aleksei Triastcyn, Matthias Reisser, Christos Louizos
DP-REC: Private & Communication-Efficient Federated Learning. CoRR (2021)
Sankarshan Damle, Aleksei Triastcyn, Boi Faltings, Sujit Gujar
Differentially Private Multi-Agent Constraint Optimization. WI/IAT (2021)
Mohammad Samragh, Hossein Hosseini, Aleksei Triastcyn, Kambiz Azarian, Joseph Soriaga, Farinaz Koushanfar
Unsupervised Information Obfuscation for Split Inference of Neural Networks. CoRR (2021)
Aleksei Triastcyn, Boi Faltings
Bayesian Differential Privacy for Machine Learning. ICML (2020)
Aleksei Triastcyn, Boi Faltings
Federated Generative Privacy. IEEE Intell. Syst. 35 (4) (2020)
Panayiotis Danassis, Aleksei Triastcyn, Boi Faltings
Differential Privacy Meets Maximum-weight Matching. CoRR (2020)
Aleksei Triastcyn, Boi Faltings
Generating Higher-Fidelity Synthetic Datasets with Privacy Guarantees. CoRR (2020)
Aleksei Triastcyn, Boi Faltings
Improved Accounting for Differentially Private Learning. CoRR (2019)
Aleksei Triastcyn, Boi Faltings
Federated Learning with Bayesian Differential Privacy. IEEE BigData (2019)
Aleksei Triastcyn, Boi Faltings
Federated Generative Privacy. CoRR (2019)
Aleksei Triastcyn, Boi Faltings
Federated Learning with Bayesian Differential Privacy. CoRR (2019)
Aleksei Triastcyn, Boi Faltings
Generating Differentially Private Datasets Using GANs. CoRR (2018)
Pavel Korshunov, Aleksei Triastcyn, Touradj Ebrahimi
MediaEval 2012 Visual Privacy Task: Applying Transform-domain Scrambling to Automatically Detected Faces. MediaEval (2012)