Sudhir B. Kylasa

According to our database, Sudhir B. Kylasa authored at least 8 papers between 2014 and 2020.

Collaborative distances:

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

2020

Newton-ADMM: a distributed GPU-accelerated optimizer for multiclass classification problems.

Chih-Hao Fang, Sudhir B. Kylasa, Fred Roosta, Michael W. Mahoney, Ananth Grama

Proceedings of the International Conference for High Performance Computing, 2020

2019

GPU Accelerated Sub-Sampled Newton's Method for Convex Classification Problems.

Sudhir B. Kylasa, Fred (Farbod) Roosta, Michael W. Mahoney, Ananth Grama

Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

2018

Distributed Second-order Convex Optimization.

Chih-Hao Fang, Sudhir B. Kylasa, Farbod Roosta-Khorasani, Michael W. Mahoney, Ananth Grama

CoRR, 2018

GPU Accelerated Sub-Sampled Newton\textsf{'}s Method.

Sudhir B. Kylasa, Farbod Roosta-Khorasani, Michael W. Mahoney, Ananth Grama

CoRR, 2018

2017

Reactive Molecular Dynamics on Massively Parallel Heterogeneous Architectures.

Sudhir B. Kylasa, Hasan Metin Aktulga, Ananth Y. Grama

IEEE Trans. Parallel Distributed Syst., 2017

2016

Social ties and checkin sites: connections and latent structures in location-based social networks.

Sudhir B. Kylasa, Giorgios Kollias, Ananth Grama

Soc. Netw. Anal. Min., 2016

Context-Specific Recommendation System for Predicting Similar PubMed Articles.

Shahin Mohammadi, Sudhir B. Kylasa, Giorgios Kollias, Ananth Grama

Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

2014

PuReMD-GPU: A reactive molecular dynamics simulation package for GPUs.

Sudhir B. Kylasa, Hasan Metin Aktulga, Ananth Grama

J. Comput. Phys., 2014