Prateek Varshney (2021) ‒ LIONS ‐ EPFL

Internship project topic:

Research Interests

Applied deep learning
Optimization techniques
Casual Inference
Computational Neuroscience
Language Representation
Statistical Sampling Techniques

Biography

I am an E3 Intern in the LIONS Lab at EPFL. In 2021, I graduated with a bachelor’s degree in Computer Science and Engineering with Minors in Cognitive Science from the Indian Institute of Technology, Kanpur (IIT Kanpur). My research goals lie broadly in Applied Deep Learning; understanding mathematical properties regarding the structures of Neural Networks and designing and analysing algorithms that can exploit their properties. With interests in Efficient Optimisation techniques and Causal Inference, I am keen on exploring how such approaches can aid towards robust solutions to problems in Computer Vision and Natural Language Processing. My interests also span Computational Neuroscience, Language Representation and Statistical Sampling Techniques.

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