Sudipto Mukherjee

According to our database, Sudipto Mukherjee authored at least 14 papers between 2013 and 2020.

Collaborative distances:

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

2020

Unsupervised Learning : Model-guided and Model-agnostic Approaches.

Sudipto Mukherjee

PhD thesis, 2020

C-MI-GAN : Estimation of Conditional Mutual Information using MinMax formulation.

Arnab Kumar Mondal, Arnab Bhattacharya, Sudipto Mukherjee, Sreeram Kannan, Himanshu Asnani, Prathosh AP

CoRR, 2020

A deep adversarial variational autoencoder model for dimensionality reduction in single-cell RNA sequencing analysis.

Eugene Lin, Sudipto Mukherjee, Sreeram Kannan

BMC Bioinform., 2020

C-MI-GAN : Estimation of Conditional Mutual Information using MinMax formulation.

Arnab Kumar Mondal, Arnab Bhattacharjee, Sudipto Mukherjee, Himanshu Asnani, Sreeram Kannan, Prathosh A. P.

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

Smart To-Do: Automatic Generation of To-Do Items from Emails.

Sudipto Mukherjee, Subhabrata Mukherjee, Marcello Hasegawa, Ahmed Hassan Awadallah, Ryen White

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

A Content-Based Approach to Email Triage Action Prediction: Exploration and Evaluation.

Sudipto Mukherjee, Ke Jiang

CoRR, 2019

CCMI : Classifier based Conditional Mutual Information Estimation.

Sudipto Mukherjee, Himanshu Asnani, Sreeram Kannan

Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019

ClusterGAN: Latent Space Clustering in Generative Adversarial Networks.

Sudipto Mukherjee, Himanshu Asnani, Eugene Lin, Sreeram Kannan

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2017

Variants of k-regular nearest neighbor graph and their construction.

Klaus Broelemann, Xiaoyi Jiang, Sudipto Mukherjee, Ananda S. Chowdhury

Inf. Process. Lett., 2017

Resolving Multicopy Duplications de novo Using Polyploid Phasing.

Mark J. P. Chaisson, Sudipto Mukherjee, Sreeram Kannan, Evan E. Eichler

Proceedings of the Research in Computational Molecular Biology, 2017

2015

A Lagrangian Approach to Modeling and Analysis of a Crowd Dynamics.

Sudipto Mukherjee, Debdipta Goswami, Sarthak Chatterjee

IEEE Trans. Syst. Man Cybern. Syst., 2015

2014

Behavioral analysis of the leader particle during stagnation in a particle swarm optimization algorithm.

Sarthak Chatterjee, Debdipta Goswami, Sudipto Mukherjee, Swagatam Das

Inf. Sci., 2014

Stability and chaos analysis of a novel swarm dynamics with applications to multi-agent systems.

Swagatam Das, Debdipta Goswami, Sarthak Chatterjee, Sudipto Mukherjee

Eng. Appl. Artif. Intell., 2014

2013

Differential Evolution with Controlled Annihilation and Regeneration of Individuals and A Novel Mutation Scheme.

Sudipto Mukherjee, Sarthak Chatterjee, Debdipta Goswami, Swagatam Das

Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2013