Aryan Seth

I am an undergraduate final year student majoring in Computer Science from BITS Pilani, Pilani Campus. At present I am working on my Bachelor's Thesis at DFKI Germany under Prof. Sebastian Vollmer on Information Sharing in Structural Causal Bandits.

I am also presently mentored by Prof. Pratik Narang at BITS, where I am working on Alignment and Fairness in Deep Learning models.

In the past, I have had the pleasure of working under Prof. Asim Tewari where I worked on Transfer Learning to mitigate Chatter in CNC Machines. I also had the opportunity to work under Prof. Arun K Somani where I worked on Training Free Neural Architecture Search for hybrid CNN-Transformer Architectures.

My interests lie in mitigating the risks of Modern Deep Learning. Through this motivation, I work in fairness, model-based privacy, and causal inference. I am also interested in information-theoretic foundations of Machine Learning, and spend time studying allied fields such as Grokking and Unlearning.

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