S. Sumitra

According to our database, S. Sumitra authored at least 16 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2024

Spectral Graph Convolutional Neural Networks in the Context of Regularization Theory.

Asif Salim, S. Sumitra

IEEE Trans. Neural Networks Learn. Syst., April, 2024

2023

Neighborhood Preserving Kernels for Attributed Graphs.

Asif Salim, S. S. Shiju, S. Sumitra

IEEE Trans. Pattern Anal. Mach. Intell., 2023

2022

Graph kernels based on optimal node assignment.

Asif Salim, S. S. Shiju, S. Sumitra

Knowl. Based Syst., 2022

On safe sequential optimization using posterior sampling.

Pratik Kar, Vineeth Bala Sukumaran, S. Sumitra

Proceedings of the IEEE International Conference on Signal Processing and Communications, 2022

Self-Supervised Enhancement of Latent Discovery in GANs.

Adarsh Kappiyath, Silpa Vadakkeeveetil Sreelatha, S. Sumitra

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Selecting the Points for Training using Graph Centrality.

Sandeep CR, Asif Salim, Sumitra Sarada

CoRR, 2021

Disentanglement based Active Learning.

Adarsh Kappiyath, Silpa V. S, S. Sumitra

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Design of multi-view graph embedding using multiple kernel learning.

Asif Salim, S. S. Shiju, S. Sumitra

Eng. Appl. Artif. Intell., 2020

Framework for Designing Filters of Spectral Graph Convolutional Neural Networks in the Context of Regularization Theory.

Asif Salim, S. Sumitra

CoRR, 2020

2019

Disentanglement based Active Learning.

Silpa V. S, Adarsh K, S. Sumitra, Raju K. George

CoRR, 2019

Structural Health Monitoring of Cantilever Beam, a Case Study - Using Bayesian Neural Network AND Deep Learning.

Rahul Vashisht, H. Viji, T. Sundararajan, D. Mohankumar, S. Sumitra

CoRR, 2019

Kernel collaborative online algorithms for multi-task learning.

A. Aravindh, S. S. Shiju, S. Sumitra

Ann. Math. Artif. Intell., 2019

2017

Multiple kernel learning using single stage function approximation for binary classification problems.

Shiju S. S., S. Sumitra

Int. J. Syst. Sci., 2017

Multiple kernel learning using composite kernel functions.

Shiju S. S., Asif Salim, S. Sumitra

Eng. Appl. Artif. Intell., 2017

Formulation of Two Stage Multiple Kernel Learning Using Regression Framework.

S. S. Shiju, Asif Salim, S. Sumitra

Proceedings of the Pattern Recognition and Machine Intelligence, 2017

Effectiveness of Representation and Length Variation of Shortest Paths in Graph Classification.

Asif Salim, S. S. Shiju, S. Sumitra

Proceedings of the Pattern Recognition and Machine Intelligence, 2017