Sumit Mukherjee
Sumit Mukherjee
Staff ML Scientist, Insitro
Verified email at - Homepage
Cited by
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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), 2020
Large eQTL meta-analysis reveals differing patterns between cerebral cortical and cerebellar brain regions
SK Sieberts, TM Perumal, MM Carrasquillo, M Allen, JS Reddy, ...
Scientific data 7 (1), 340, 2020
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
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
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, JML Ferres, RT Ng
Proceedings of the conference on information Technology for Social Good, 79-84, 2021
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
Molecular estimation of neurodegeneration pseudotime in older brains
S Mukherjee, L Heath, C Preuss, S Jayadev, GA Garden, AK Greenwood, ...
Nature communications 11 (1), 5781, 2020
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
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
Becoming good at ai for good
M Kshirsagar, C Robinson, S Yang, S Gholami, I Klyuzhin, S Mukherjee, ...
Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, 664-673, 2021
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
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
Mace: A flexible framework for membership privacy estimation in generative models
Y Xu, S Mukherjee, X Liu, S Tople, R Dodhia, JL Ferres
arXiv preprint arXiv:2009.05683, 2020
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 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
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
An analysis of the deployment of models trained on private tabular synthetic data: Unexpected surprises
M Pereira, M Kshirsagar, S Mukherjee, R Dodhia, JL Ferres
arXiv preprint arXiv:2106.10241, 2021
The risk of hospitalization and mortality after breakthrough SARS-CoV-2 infection by vaccine type: observational study of medical claims data
M Kshirsagar, M Nasir, S Mukherjee, N Becker, R Dodhia, WB Weeks, ...
JMIR Public Health and Surveillance 8 (11), e38898, 2022
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