Behrang Mehrparvar

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I am currently a PhD student at the department of computer science, University of Houston. I am researching in Pattern analysis lab. I am currently researching on analysis of deep neural networks. The goal of this work is to provide an in-depth understanding of the dynamics of neural networks and the properties of the model and the space learned by these networks. My current research interest is broadly machine learning and data analysis with specific research direction in representation learning.

deep learning science goodness of representation representation learning passion doctorate motivation innovation university of houston research idea phd cs-gsa review paper conference machine learning analysis llm translation nlp ambiguity

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Behrang Mehrparvar

Presentations

Kernel analysis of deep networks

How I see PhD

Paper Review

Community Analysis of Deep Networks (poster)

Community Analysis of Deep Networks

Detecting and translating language ambiguity with multilingual LLMs

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How can I convince someone to fund my brilliant idea? (M. Newell-McGloughlin)