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ORCIDSudipto Mukherjee 0001
Person information
- affiliation: University of Washington, Department of Electrical & Computer Engineering, Seattle, WA, USA
- affiliation (former): Jadavpur University, Department of Electronics and Telecommunication Engineering, Kolkata, India
Other persons with the same name
- Sudipto Mukherjee 0002 — Temple University, Philadelphia, PA, USA (and 1 more)
- Sudipto Mukherjee 0003 — Indian Institute of Technology Delhi (IIT-Delhi), Mechanical Engineering Department, New Delhi, India (and 1 more)
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Books and Theses
- 2020
[b1]Sudipto Mukherjee:
Unsupervised Learning : Model-guided and Model-agnostic Approaches. University of Washington, USA, 2020
Journal Articles
- 2020
- [j5]Eugene Lin, Sudipto Mukherjee, Sreeram Kannan:
A deep adversarial variational autoencoder model for dimensionality reduction in single-cell RNA sequencing analysis. BMC Bioinform. 21(1): 64 (2020) - 2017
- [j4]Klaus Broelemann, Xiaoyi Jiang
, Sudipto Mukherjee, Ananda S. Chowdhury:
Variants of k-regular nearest neighbor graph and their construction. Inf. Process. Lett. 126: 18-23 (2017) - 2015
- [j3]Sudipto Mukherjee, Debdipta Goswami, Sarthak Chatterjee:
A Lagrangian Approach to Modeling and Analysis of a Crowd Dynamics. IEEE Trans. Syst. Man Cybern. Syst. 45(6): 865-876 (2015) - 2014
- [j2]Swagatam Das, Debdipta Goswami, Sarthak Chatterjee, Sudipto Mukherjee:
Stability and chaos analysis of a novel swarm dynamics with applications to multi-agent systems. Eng. Appl. Artif. Intell. 30: 189-198 (2014) - [j1]Sarthak Chatterjee, Debdipta Goswami, Sudipto Mukherjee, Swagatam Das:
Behavioral analysis of the leader particle during stagnation in a particle swarm optimization algorithm. Inf. Sci. 279: 18-36 (2014)
Conference and Workshop Papers
- 2020
- [c6]Sudipto Mukherjee, Subhabrata Mukherjee, Marcello Hasegawa, Ahmed Hassan Awadallah, Ryen White:
Smart To-Do: Automatic Generation of To-Do Items from Emails. ACL 2020: 8680-8689 - [c5]Arnab Kumar Mondal, Arnab Bhattacharjee, Sudipto Mukherjee, Himanshu Asnani, Sreeram Kannan, Prathosh A. P.:
C-MI-GAN : Estimation of Conditional Mutual Information using MinMax formulation. UAI 2020: 849-858 - 2019
- [c4]Sudipto Mukherjee, Himanshu Asnani, Eugene Lin, Sreeram Kannan:
ClusterGAN: Latent Space Clustering in Generative Adversarial Networks. AAAI 2019: 4610-4617 - [c3]Sudipto Mukherjee, Himanshu Asnani, Sreeram Kannan:
CCMI : Classifier based Conditional Mutual Information Estimation. UAI 2019: 1083-1093 - 2017
- [c2]Mark J. P. Chaisson, Sudipto Mukherjee, Sreeram Kannan, Evan E. Eichler:
Resolving Multicopy Duplications de novo Using Polyploid Phasing. RECOMB 2017: 117-133 - 2013
- [c1]Sudipto Mukherjee, Sarthak Chatterjee, Debdipta Goswami, Swagatam Das:
Differential Evolution with Controlled Annihilation and Regeneration of Individuals and A Novel Mutation Scheme. SEMCCO (1) 2013: 286-297
Informal and Other Publications
- 2020
- [i5]Sudipto Mukherjee, Subhabrata Mukherjee, Marcello Hasegawa, Ahmed Hassan Awadallah, Ryen White:
Smart To-Do : Automatic Generation of To-Do Items from Emails. CoRR abs/2005.06282 (2020) - [i4]Arnab Kumar Mondal, Arnab Bhattacharya, Sudipto Mukherjee, Sreeram Kannan, Himanshu Asnani, Prathosh AP:
C-MI-GAN : Estimation of Conditional Mutual Information using MinMax formulation. CoRR abs/2005.08226 (2020) - 2019
- [i3]Sudipto Mukherjee, Ke Jiang:
A Content-Based Approach to Email Triage Action Prediction: Exploration and Evaluation. CoRR abs/1905.01991 (2019) - [i2]Sudipto Mukherjee, Himanshu Asnani, Sreeram Kannan:
CCMI : Classifier based Conditional Mutual Information Estimation. CoRR abs/1906.01824 (2019) - 2018
- [i1]Sudipto Mukherjee, Himanshu Asnani, Eugene Lin, Sreeram Kannan:
ClusterGAN : Latent Space Clustering in Generative Adversarial Networks. CoRR abs/1809.03627 (2018)
Coauthor Index
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