2 papers
cs.LG2025
Adaptive Locally Linear Embedding
Ali Goli, Mahdieh Alizadeh, Hadi Sadoghi Yazdi
Manifold learning techniques, such as Locally linear embedding (LLE), are designed to preserve the local neighborhood structures of high-dimensional data during dimensionality redu…
cs.CL2023
Can LLMs Capture Human Preferences?
Ali Goli, Amandeep Singh
We explore the viability of Large Language Models (LLMs), specifically OpenAI's GPT-3.5 and GPT-4, in emulating human survey respondents and eliciting preferences, with a focus on…