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2020 – today
- 2023
[j3]Shivani Bathla, Vinita Vasudevan:
IBIA: An Incremental Build-Infer-Approximate Framework for Approximate Inference of Partition Function. Trans. Mach. Learn. Res. 2023 (2023)- [j2]Shivani Bathla
, Vinita Vasudevan:
A Framework for Reliability Analysis of Combinational Circuits Using Approximate Bayesian Inference. IEEE Trans. Very Large Scale Integr. Syst. 31(4): 543-554 (2023) - [c1]Shivani Bathla, Vinita Vasudevan:
Approximate inference of marginals using the IBIA framework. NeurIPS 2023 - [i4]Shivani Bathla, Vinita Vasudevan:
IBIA: An Incremental Build-Infer-Approximate Framework for Approximate Inference of Partition Function. CoRR abs/2304.06366 (2023) - [i3]Shivani Bathla, Vinita Vasudevan:
Approximate inference of marginals using the IBIA framework. CoRR abs/2306.00335 (2023) - 2022
- [i2]Shivani Bathla, Vinita Vasudevan:
IBIA: Bayesian Inference via Incremental Build-Infer-Approximate operations on Clique Trees. CoRR abs/2202.12003 (2022) - [i1]Shivani Bathla, Vinita Vasudevan:
MPE inference using an Incremental Build-Infer-Approximate Paradigm. CoRR abs/2206.01954 (2022)
2010 – 2019
- 2019
- [j1]Shivani Bathla, Rahul M. Rao, Nitin Chandrachoodan:
A Simulation-Based Metric to Guide Glitch Power Reduction in Digital Circuits. IEEE Trans. Very Large Scale Integr. Syst. 27(2): 376-386 (2019)
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