Shirin Tavara

Publications

Tavara et al.. Federated Learning of Oligonucleotide Drug Molecule Thermodynamics with Differentially Private ADMM-Based SVM. In Machine Learning and Principles and Practice of Knowledge Discovery in Databases: International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part II, Springer, 459–467, 2022.

Tavara et al.. Effects of Network Topology On the Performance of Consensus and Distributed Learning of SVMs Using ADMM. PeerJ Computer Science 2021, 7, e397.

Tavara. Parallel Computing of Support Vector Machines: A Survey. ACM Computing Surveys 2019, 51:6, 123.

Tavara. High-Performance Computing For Support Vector Machines. University of Skövde, Feb 2019. (Licentiate Thesis).

Tavara et al.. Effect Of Network Topology On The Performance Of ADMM-based SVMs. In 30th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), IEEE, 388–393, Sep 2018.

Presentations

Sept. 24, 2018. Effect Of Network Topology On The Performance Of ADMM-based SVMs.. Contributed Talk at High Performance Machine Learning Workshop (HPML 2018) at the 30th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), Lyon, France