3 papers
cs.CL2024
RACER: An LLM-powered Methodology for Scalable Analysis of Semi-structured Mental Health Interviews
Satpreet Harcharan Singh, Kevin Jiang, Kanchan Bhasin +3
Semi-structured interviews (SSIs) are a commonly employed data-collection method in healthcare research, offering in-depth qualitative insights into subject experiences. Despite th…
cs.GT2021
A Non-Negative Matrix Factorization Game
Satpreet H. Singh
We present a novel game-theoretic formulation of Non-Negative Matrix Factorization (NNMF), a popular data-analysis method with many scientific and engineering applications. The gam…
q-bio.NC2020
Investigating naturalistic hand movements by behavior mining in long-term video and neural recordings
Satpreet H. Singh, Steven M. Peterson, Rajesh P. N. Rao +1
Recent technological advances in brain recording and artificial intelligence are propelling a new paradigm in neuroscience beyond the traditional controlled experiment. Rather than…