Sumit Mukherjee
Sumit Mukherjee
Senior Applied Scientist, Microsoft AI for Good Research Lab
Verified email at - Homepage
Cited by
Cited by
Single-cell profiling of the developing mouse brain and spinal cord with split-pool barcoding
AB Rosenberg, CM Roco, RA Muscat, A Kuchina, P Sample, Z Yao, ...
Science 360 (6385), 176-182, 2018
Meta-analysis of the Alzheimer’s disease human brain transcriptome and functional dissection in mouse models
YW Wan, R Al-Ouran, CG Mangleburg, TM Perumal, TV Lee, K Allison, ...
Cell reports 32 (2), 107908, 2020
Building temperature control: A passivity-based approach
S Mukherjee, S Mishra, JT Wen
2012 IEEE 51st IEEE Conference on Decision and Control (CDC), 6902-6907, 2012
Building temperature control with adaptive feedforward
JT Wen, S Mishra, S Mukherjee, N Tantisujjatham, M Minakais
52nd IEEE Conference on Decision and Control, 4827-4832, 2013
privGAN: Protecting GANs from membership inference attacks at low cost to utility
S Mukherjee, Y Xu, A Trivedi, N Patowary, JL Ferres
Proceedings on Privacy Enhancing Technologies 2021 (3), 142-163, 2021
Scalable preprocessing for sparse scRNA-seq data exploiting prior knowledge
S Mukherjee*, Y Zhang*, J Fan, G Seelig, S Kannan
Bioinformatics 34 (13), i124-i132, 2018
Continuous order identification of PHWR models under step-back for the design of hyper-damped power tracking controller with enhanced reactor safety
S Das, S Mukherjee, S Das, I Pan, A Gupta
Nuclear Engineering and Design 257, 109-127, 2013
A pedestrian-centered data approach for equitable access to urban infrastructure environments
N Bolten, S Mukherjee, V Sipeeva, A Tanweer, A Caspi
IBM Journal of Research and Development 61 (6), 10: 1-10: 12, 2017
Identifying progressive gene network perturbation from single-cell RNA-seq data
S Mukherjee, A Carignano, G Seelig, SI Lee
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
Identification of the core temperature in a fractional order noisy environment for thermal feedback in nuclear reactors
S Das, S Mukherjee, I Pan, A Gupta, S Das
IEEE Technology Students' Symposium, 180-186, 2011
Extrinsic Noise Suppression in Micro RNA Mediated Incoherent Feedforward Loops
A Carignano*, S Mukherjee*, A Singh, G Seelig
2018 IEEE Conference on Decision and Control (CDC), 4353-4359, 2018
Identifying and ranking potential driver genes of Alzheimer's Disease using multi-view evidence aggregation
S Mukherjee, T Perumal, K Daily, S Sieberts, L Omberg, C Preuss, ...
Bioinformatics 35 (14), i568–i576, 2019
Molecular estimation of neurodegeneration pseudotime in older brains
S Mukherjee, L Heath, C Preuss, S Jayadev, GA Garden, AK Greenwood, ...
Nature communications 11 (1), 1-12, 2020
Reducing bias and increasing utility by federated generative modeling of medical images using a centralized adversary
JF Rajotte, S Mukherjee, C Robinson, A Ortiz, C West, JL Ferres, RT Ng
arXiv preprint arXiv:2101.07235, 2021
Identification of nonlinear systems from the knowledge around different operating conditions: A feed-forward multi-layer ANN based approach
S Saha, S Das, A Acharya, A Kumar, S Mukherjee, I Pan, A Gupta
2012 2nd IEEE International Conference on Parallel, Distributed and Grid …, 2012
Mace: A flexible framework for membership privacy estimation in generative models
X Liu, Y Xu, S Tople, S Mukherjee, JL Ferres
arXiv preprint arXiv:2009.05683, 2020
Risks of Using Non-verified Open Data: A case study on using Machine Learning techniques for predicting Pregnancy Outcomes in India
A Trivedi*, S Mukherjee*, E Tse*, A Ewing, JL Ferres
arXiv preprint arXiv:1910.02136, 2019
Evaluation of energy saving potential using Stochastic Model Predictive Control for stand alone Air Conditioning units a study in Indian scenario
T Ray, S Majumdar, S Mukherjee
2014 1st International Conference on Non Conventional Energy (ICONCE 2014 …, 2014
Comparative studies on decentralized multiloop PID controller design using evolutionary algorithms
S Saha, S Das, A Pakhira, S Mukherjee, I Pan
2012 Students Conference on Engineering and Systems, 1-6, 2012
A passivity based approach to building temperature control
S Mukherjee
Rensselaer Polytechnic Institute, 2013
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