Sourabh Kulkarni

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 16

Top Topics

Bayesian Inference

Independence Assumption

Top Venues

ACM J. Emerg. Technol. Comput. Syst.

Publications

Sourabh Kulkarni, Csaba Andras Moritz
Improving Effectiveness of Simulation-Based Inference in the Massively Parallel Regime. IEEE Trans. Parallel Distributed Syst. 34 (4) (2023)
Sachin Bhat, Sourabh Kulkarni, Csaba Andras Moritz
Compact Model Parameter Extraction using Bayesian Machine Learning. ISVLSI (2023)
Sachin Bhat, Mingyu Li, Sourabh Kulkarni, Csaba Andras Moritz
SkyBridge 2.0: A Fine-grained Vertical 3D-IC Technology for Future ICs. ACM J. Emerg. Technol. Comput. Syst. 19 (4) (2023)
Sourabh Kulkarni, Mario Michael Krell, Seth Nabarro, Csaba Andras Moritz
Hardware-accelerated Simulation-based Inference of Stochastic Epidemiology Models for COVID-19. ACM J. Emerg. Technol. Comput. Syst. 18 (2) (2022)
Sachin Bhat, Mingyu Li, Sounak Shaun Ghosh, Sourabh Kulkarni, Csaba Andras Moritz
SkyBridge-3D-CMOS 2.0: IC Technology for Stacked-Transistor 3D ICs beyond FinFETs. ISVLSI (2021)
Sourabh Kulkarni, Sachin Bhat, Csaba Andras Moritz
Architecting for Artificial Intelligence with Emerging Nanotechnology. ACM J. Emerg. Technol. Comput. Syst. 17 (3) (2021)
Sourabh Kulkarni, Csaba Andras Moritz
Efficient State-space Exploration in Massively Parallel Simulation Based Inference. CoRR (2021)
Sachin Bhat, Sounak Shaun Ghosh, Sourabh Kulkarni, Mingyu Li, Csaba Andras Moritz
A Wafer-scale Manufacturing Pathway for Fine-grained Vertical 3D-IC Technology. ISQED (2021)
Sourabh Kulkarni, Kinjal Divesh Shah, Nimar S. Arora, Xiaoyan Wang, Yucen Lily Li, Nazanin Khosravani Tehrani, Michael Tingley, David Noursi, Narjes Torabi, Sepehr Akhavan-Masouleh, Eric Lippert, Erik Meijer
PPL Bench: Evaluation Framework For Probabilistic Programming Languages. CoRR (2020)
Sourabh Kulkarni, Alexander Tsyplikhin, Mario Michael Krell, Csaba Andras Moritz
Accelerating Simulation-based Inference with Emerging AI Hardware. ICRC (2020)
Sourabh Kulkarni, Mario Michael Krell, Seth Nabarro, Csaba Andras Moritz
Hardware-accelerated Simulation-based Inference of Stochastic Epidemiology Models for COVID-19. CoRR (2020)
Sourabh Kulkarni, Priyanka Verma, R. Mukundan
Assessing manufacturing strategy definitions utilising text-mining. Int. J. Prod. Res. 57 (14) (2019)
Sourabh Kulkarni, Priyanka Verma, R. Mukundan
Performance landscape modeling in digital manufacturing firm. Bus. Process. Manag. J. 25 (3) (2019)
Sourabh Kulkarni, Sachin Bhat, Csaba Andras Moritz
Reconfigurable Probabilistic AI Architecture for Personalized Cancer Treatment. ICRC (2019)
Sourabh Kulkarni, Sachin Bhat, Csaba Andras Moritz
Structure Discovery for Gene Expression Networks with Emerging Stochastic Hardware. ICRC (2017)
Sourabh Kulkarni, Sachin Bhat, Santosh Khasanvis, Csaba Andras Moritz
Magneto-Electric Approximate Computational Circuits for Bayesian Inference. ICRC (2017)