Sudhir B. Kylasa

Publication Activity (10 Years)

Years Active: 2014-2020
Publications (10 Years): 7

Top Topics

Gpu Accelerated

Convex Optimization

Molecular Dynamics

Top Venues

Soc. Netw. Anal. Min.

J. Comput. Phys.

Publications

Chih-Hao Fang, Sudhir B. Kylasa, Fred Roosta, Michael W. Mahoney, Ananth Grama
Newton-ADMM: a distributed GPU-accelerated optimizer for multiclass classification problems. SC (2020)
Sudhir B. Kylasa, Fred (Farbod) Roosta, Michael W. Mahoney, Ananth Grama
GPU Accelerated Sub-Sampled Newton's Method for Convex Classification Problems. SDM (2019)
Sudhir B. Kylasa, Farbod Roosta-Khorasani, Michael W. Mahoney, Ananth Grama
GPU Accelerated Sub-Sampled Newton\textsf{'}s Method. CoRR (2018)
Chih-Hao Fang, Sudhir B. Kylasa, Farbod Roosta-Khorasani, Michael W. Mahoney, Ananth Grama
Distributed Second-order Convex Optimization. CoRR (2018)
Sudhir B. Kylasa, Hasan Metin Aktulga, Ananth Y. Grama
Reactive Molecular Dynamics on Massively Parallel Heterogeneous Architectures. IEEE Trans. Parallel Distributed Syst. 28 (1) (2017)
Sudhir B. Kylasa, Giorgios Kollias, Ananth Grama
Social ties and checkin sites: connections and latent structures in location-based social networks. Soc. Netw. Anal. Min. 6 (1) (2016)
Shahin Mohammadi, Sudhir B. Kylasa, Giorgios Kollias, Ananth Grama
Context-Specific Recommendation System for Predicting Similar PubMed Articles. ICDM Workshops (2016)
Sudhir B. Kylasa, Giorgios Kollias, Ananth Grama
Social ties and checkin sites: Connections and latent structures in Location Based Social Networks. ASONAM (2015)
Sudhir B. Kylasa, Hasan Metin Aktulga, Ananth Grama
PuReMD-GPU: A reactive molecular dynamics simulation package for GPUs. J. Comput. Phys. 272 (2014)