liturout.github.io - Litu Rout

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I am a first year PhD student at The University of Texas Austin , advised by Prof. Constantine Caramanis and Prof. Sanjay Shakkottai . I am interested in the theoretical foundations of machine learning, generative modeling, stochastic optimization, and optimal transport.

Prior to UT Austin, I worked as a Scientist/Engineer-SD at the Indian Space Research Organisation , where I developed operational deep learning algorithms and analyzed their convergence properties.

I received my BTech from the Indian Institute of Space Science and Technology (IIST) . I was fortunate to be advised by Prof. Rama Krishna Gorthi and Prof. Deepak Mishra during my undergraduate research.

Links to liturout.github.io (4)

• caramanis.github.io · Constantine Caramanis
• l2ior.github.io Wen-Sheng Chu
• stsl-inverse-edit.github.io Beyond First-Order Tweedie: Solving Inverse Problems using Latent Diffusion
• matthewfaw.github.io Matthew Faw · Homepage