Search Results for author: Shishir Adhikari

Found 3 papers, 2 papers with code

Machine learning in and out of equilibrium

1 code implementation6 Jun 2023 Shishir Adhikari, Alkan Kabakçıoğlu, Alexander Strang, Deniz Yuret, Michael Hinczewski

In an example system where the posterior is exactly known, this SGWORLD algorithm outperforms SGLD, converging to the posterior orders of magnitude faster as a function of the learning rate.

Navigate Protein Folding

Inferring Causal Effects Under Heterogeneous Peer Influence

no code implementations27 May 2023 Shishir Adhikari, Elena Zheleva

Heterogeneous peer influence (HPI) occurs when a unit's outcome is influenced differently by different peers based on their attributes and relationships, or when each unit has a different susceptibility to peer influence.

Causal Inference

Understanding the Dynamics between Vaping and Cannabis Legalization Using Twitter Opinions

1 code implementation4 Jun 2021 Shishir Adhikari, Akshay Uppal, Robin Mermelstein, Tanya Berger-Wolf, Elena Zheleva

Cannabis legalization has been welcomed by many U. S. states but its role in escalation from tobacco e-cigarette use to cannabis vaping is unclear.

Stance Detection Weakly-supervised Learning

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