Shirin Tavara

According to our database, Shirin Tavara authored at least 5 papers between 2018 and 2022.

Collaborative distances:

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

2022

Distributed and federated learning of support vector machines and applications.

Shirin Tavara

PhD thesis, 2022

2021

Effects of network topology on the performance of consensus and distributed learning of SVMs using ADMM.

Shirin Tavara, Alexander Schliep

PeerJ Comput. Sci., 2021

Federated Learning of Oligonucleotide Drug Molecule Thermodynamics with Differentially Private ADMM-Based SVM.

Shirin Tavara, Alexander Schliep, Debabrota Basu

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

2019

Parallel Computing of Support Vector Machines: A Survey.

Shirin Tavara

ACM Comput. Surv., 2019

2018

Effect of Network Topology on the Performance of ADMM-Based SVMs.

Shirin Tavara, Alexander Schliep

Proceedings of the 30th International Symposium on Computer Architecture and High Performance Computing, 2018