V. A. Samaranayake

Publication Activity (10 Years)

Years Active: 2010-2022
Publications (10 Years): 10

Top Topics

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

INNS Conference on Big Data

Publications

Krishnan Raghavan, Sarangapani Jagannathan, V. A. Samaranayake
A Game Theoretic Approach for Addressing Domain-Shift in Big-Data. IEEE Trans. Big Data 8 (6) (2022)
Raghavan Krishnan, Shweta Garg, Sarangapani Jagannathan, V. A. Samaranayake
Distributed Min-Max Learning Scheme for Neural Networks With Applications to High-Dimensional Classification. IEEE Trans. Neural Networks Learn. Syst. 32 (10) (2021)
Raghavan Krishnan, Sarangapani Jagannathan, V. A. Samaranayake
Direct Error-Driven Learning for Deep Neural Networks With Applications to Big Data. IEEE Trans. Neural Networks Learn. Syst. 31 (5) (2020)
Raghavan Krishnan, V. A. Samaranayake, Sarangapani Jagannathan
A Multi-Step Nonlinear Dimension-Reduction Approach with Applications to Big Data. IEEE Trans. Knowl. Data Eng. 31 (12) (2019)
Raghavan Krishnan, V. A. Samaranayake, S. Jagannathan
A Hierarchical Dimension Reduction Approach for Big Data with Application to Fault Diagnostics. Big Data Res. 18 (2019)
Raghavan Krishnan, Sarangapani Jagannathan, V. A. Samaranayake
Direct Error Driven Learning for Deep Neural Networks with Applications to Bigdata. INNS Conference on Big Data (2018)
Shweta Garg, Raghavan Krishnan, Sarangapani Jagannathan, V. A. Samaranayake
Distributed Learning of Deep Sparse Neural Networks for High-dimensional Classification. IEEE BigData (2018)
Raghavan Krishnan, V. A. Samaranayake, Sarangapani Jagannathan
A Multi-step Nonlinear Dimension-reduction Approach with Applications to Bigdata. INNS Conference on Big Data (2018)
Raghavan Krishnan, Sarangapani Jagannathan, V. A. Samaranayake
A Minimax Approach for Classification with Big-data. IEEE BigData (2018)
Raghavan Krishnan, Sarangapani Jagannathan, V. A. Samaranayake
Deep learning inspired prognostics scheme for applications generating big data. IJCNN (2017)
Purna Mukhopadhyay, V. A. Samaranayake
Prediction Intervals for Time Series: A Modified Sieve Bootstrap Approach. Commun. Stat. Simul. Comput. 39 (3) (2010)