Shivani Bathla

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 8

Top Topics

Loopy Belief Propagation

Message Passing

Partition Function

Digital Circuits

Top Venues

IEEE Trans. Very Large Scale Integr. Syst.

Trans. Mach. Learn. Res.

Publications

Shivani Bathla, Vinita Vasudevan
Approximate inference of marginals using the IBIA framework. NeurIPS (2023)
Shivani Bathla, Vinita Vasudevan
IBIA: An Incremental Build-Infer-Approximate Framework for Approximate Inference of Partition Function. Trans. Mach. Learn. Res. 2023 (2023)
Shivani Bathla, Vinita Vasudevan
IBIA: An Incremental Build-Infer-Approximate Framework for Approximate Inference of Partition Function. CoRR (2023)
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) (2023)
Shivani Bathla, Vinita Vasudevan
Approximate inference of marginals using the IBIA framework. CoRR (2023)
Shivani Bathla, Vinita Vasudevan
IBIA: Bayesian Inference via Incremental Build-Infer-Approximate operations on Clique Trees. CoRR (2022)
Shivani Bathla, Vinita Vasudevan
MPE inference using an Incremental Build-Infer-Approximate Paradigm. CoRR (2022)
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) (2019)