Search Results for author: Agam Goyal

Found 4 papers, 3 papers with code

A latent linear model for nonlinear coupled oscillators on graphs

1 code implementation25 Nov 2023 Agam Goyal, Zhaoxing Wu, Richard P. Yim, Binhao Chen, Zihong Xu, Hanbaek Lyu

A system of coupled oscillators on an arbitrary graph is locally driven by the tendency to mutual synchronization between nearby oscillators, but can and often exhibit nonlinear behavior on the whole graph.

The Wisdom of Partisan Crowds: Comparing Collective Intelligence in Humans and LLM-based Agents

no code implementations16 Nov 2023 Yun-Shiuan Chuang, Siddharth Suresh, Nikunj Harlalka, Agam Goyal, Robert Hawkins, Sijia Yang, Dhavan Shah, Junjie Hu, Timothy T. Rogers

Human groups are able to converge on more accurate beliefs through deliberation, even in the presence of polarization and partisan bias -- a phenomenon known as the "wisdom of partisan crowds."

Simulating Opinion Dynamics with Networks of LLM-based Agents

1 code implementation16 Nov 2023 Yun-Shiuan Chuang, Agam Goyal, Nikunj Harlalka, Siddharth Suresh, Robert Hawkins, Sijia Yang, Dhavan Shah, Junjie Hu, Timothy T. Rogers

Accurately simulating human opinion dynamics is crucial for understanding a variety of societal phenomena, including polarization and the spread of misinformation.

Misinformation Prompt Engineering

Uncovering the Hidden Cost of Model Compression

1 code implementation29 Aug 2023 Diganta Misra, Muawiz Chaudhary, Agam Goyal, Bharat Runwal, Pin Yu Chen

This empirical investigation underscores the need for a nuanced understanding beyond mere accuracy in sparse and quantized settings, thereby paving the way for further exploration in Visual Prompting techniques tailored for sparse and quantized models.

Model Compression Quantization +2

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