Tanya Marwah

Hello!

I am a Researcher at Google DeepMind working on AI and Science. I work on building models and tools that enable scientists to use AI and advance science. I enjoy learning from experts across fields and collaborating with them to push the frontiers of our understanding!

Previously, I was a Research Fellow at the Simons Foundation working with Polymathic AI. I recently graduated with a PhD from the Machine Learning Department at Carnegie Mellon University, co-advised by Andrej Risteski and Zachary Lipton. Previously, I was a masters student in the Robotics Institute at CMU and was a Siebel Scholar.

During my PhD, I had the pleasure to intern at Microsoft Research, New England in 2024 with David Alvarez-Melis, Lester Mackey, and Nicolo Fusi. Furthermore, I interned with the Blueshift team at Google in 2022 with Jascha Sohl-Dickstein, Guy Gur-Ari, Behnam Neyshabur, and Yasaman Bahri, where I worked on understanding generalization capabilities of LLMs.

You can find my CV here.

Selected Publications

Cristiana Diaconu, Miles Cranmer, Richard E. Turner, Tanya Marwah*, Payel Mukhopadhyay*
In Submission
Shanda Li, Tanya Marwah, Junhong Shen, Weiwei Sun, Andrej Risteski, Yiming Yang, Ameet Talwalkar
In Submission
Ricardo Buitrago Ruiz, Tanya Marwah, Albert Gu, Andrej Risteski
ICLR, 2025 (Oral)
Tanya Marwah, Ashwini Pokle, J. Zico Kolter, Zachary C. Lipton, Jianfeng Lu, Andrej Risteski
NeurIPS, 2023
Tanya Marwah, Zachary C. Lipton, Andrej Risteski
NeurIPS, 2021 (Spotlight)
Tanya Marwah*, Gaurav Mittal*, Vineeth N Balasubramanian
ICCV, 2017

All publications →