Jayanta K. Dutta

According to our database, Jayanta K. Dutta authored at least 15 papers between 2013 and 2019.

Collaborative distances:

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

2019

Improved outlier detection using sparse coding-based methods.

Jayanta K. Dutta, Bonny Banerjee

Pattern Recognit. Lett., 2019

2018

Effective Building Block Design for Deep Convolutional Neural Networks using Search.

Jayanta K. Dutta, Jiayi Liu, Unmesh Kurup, Mohak Shah

CoRR, 2018

2017

Variation in classification accuracy with number of glimpses.

Jayanta K. Dutta, Bonny Banerjee

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2016

RODS: Rarity based Outlier Detection in a Sparse Coding Framework.

Jayanta K. Dutta, Bonny Banerjee, Chandan K. Reddy

IEEE Trans. Knowl. Data Eng., 2016

Identifying Hearing Loss from Learned Speech Kernels.

Shamima Najnin, Bonny Banerjee, Lisa Lucks Mendel, Masoumeh Heidari Kapourchali, Jayanta Kumar Dutta, Sungmin Lee, Chhayakanta Patro, Monique Pousson

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

2015

Online Detection of Abnormal Events Using Incremental Coding Length.

Jayanta Kumar Dutta, Bonny Banerjee

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Identifying Hearing Deficiencies from Statistically Learned Speech Features for Personalized Tuning of Cochlear Implants.

Bonny Banerjee, Lisa Lucks Mendel, Jayanta Kumar Dutta, Hasti Shabani, Shamima Najnin

Proceedings of the Artificial Intelligence Applied to Assistive Technologies and Smart Environments, 2015

2014

SELP: A general-purpose framework for learning the norms from saliencies in spatiotemporal data.

Bonny Banerjee, Jayanta K. Dutta

Neurocomputing, 2014

Learning features and their transformations from natural videos.

Jayanta K. Dutta, Bonny Banerjee

Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments, 2014

Abnormal event detection in EEG imaging - Comparing predictive and model-based approaches.

Jayanta K. Dutta, Bonny Banerjee, Roman Ilin, Robert Kozma

Proceedings of the IEEE Symposium on Computational Intelligence in Brain Computer Interfaces, 2014

2013

Learning Features and their Transformations by Spatial and Temporal Spherical Clustering.

Jayanta K. Dutta, Bonny Banerjee

CoRR, 2013

An Online Clustering Algorithm That Ignores Outliers: Application to Hierarchical Feature Learning from Sensory Data.

Bonny Banerjee, Jayanta K. Dutta

Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

A Predictive Coding Framework for Learning to Predict Changes in Streaming Data.

Bonny Banerjee, Jayanta K. Dutta

Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

Efficient learning from explanation of prediction errors in streaming data.

Bonny Banerjee, Jayanta K. Dutta

Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

Hierarchical feature learning from sensorial data by spherical clustering.

Bonny Banerjee, Jayanta K. Dutta

Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013