Tanya Marwah

According to our database, Tanya Marwah authored at least 22 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Breakeven complexity: A new perspective on neural partial differential equation solvers.

Yijing Zhang, Nicholas Roberts, Tanya Marwah, Mikhail Khodak

CoRR, May, 2026

Protein Design with Agent Rosetta: A Case Study for Specialized Scientific Agents.

Jacopo Teneggi, S. M. Bargeen A. Turzo, Tanya Marwah, Alberto Bietti, P. Douglas Renfrew, Vikram Khipple Mulligan, Siavash Golkar

CoRR, March, 2026

Probabilistic Retrofitting of Learned Simulators.

Cristiana Diaconu, Miles D. Cranmer, Richard E. Turner, Tanya Marwah, Payel Mukhopadhyay

CoRR, March, 2026

CodePDE: An Inference Framework for LLM-driven PDE Solver Generation.

Shanda Li, Tanya Marwah, Junhong Shen, Weiwei Sun, Andrej Risteski, Yiming Yang, Ameet Talwalkar

Trans. Mach. Learn. Res., 2026

2025

Pre-Generating Multi-Difficulty PDE Data for Few-Shot Neural PDE Solvers.

Naman Choudhary, Vedant Singh, Ameet Talwalkar, Nicholas Matthew Boffi, Mikhail Khodak, Tanya Marwah

CoRR, December, 2025

Predicting partially observable dynamical systems via diffusion models with a multiscale inference scheme.

Rudy Morel, Francesco Pio Ramunno, Jeff Shen, Alberto Bietti, Kyunghyun Cho, Miles D. Cranmer, Siavash Golkar, Olexandr Gugnin, Géraud Krawezik, Tanya Marwah, Michael McCabe, Lucas Meyer, Payel Mukhopadhyay, Ruben Ohana, Liam Holden Parker, Helen Qu, François Rozet, K. D. Leka, François Lanusse, David Fouhey, Shirley Ho

CoRR, November, 2025

Walrus: A Cross-Domain Foundation Model for Continuum Dynamics.

Michael McCabe, Payel Mukhopadhyay, Tanya Marwah, Bruno Régaldo-Saint Blancard, François Rozet, Cristiana Diaconu, Lucas Meyer, Kaze W. K. Wong, Hadi Sotoudeh, Alberto Bietti, Irina Espejo, Rio Fear, Siavash Golkar, Tom Hehir, Keiya Hirashima, Géraud Krawezik, François Lanusse, Rudy Morel, Ruben Ohana, Liam Holden Parker, Mariel Pettee, Jeff Shen, Kyunghyun Cho, Miles D. Cranmer, Shirley Ho

CoRR, November, 2025

Chimera: State Space Models Beyond Sequences.

Aakash Lahoti, Tanya Marwah, Ratish Puduppully, Albert Gu

Trans. Mach. Learn. Res., 2025

Towards characterizing the value of edge embeddings in Graph Neural Networks.

Dhruv Rohatgi, Tanya Marwah, Zachary Chase Lipton, Jianfeng Lu, Ankur Moitra, Andrej Risteski

Proceedings of the Forty-second International Conference on Machine Learning, 2025

On the Benefits of Memory for Modeling Time-Dependent PDEs.

Ricardo Buitrago Ruiz, Tanya Marwah, Albert Gu, Andrej Risteski

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

UPS: Efficiently Building Foundation Models for PDE Solving via Cross-Modal Adaptation.

Junhong Shen, Tanya Marwah, Ameet Talwalkar

Trans. Mach. Learn. Res., 2024

Adapting Language Models via Token Translation.

Zhili Feng, Tanya Marwah, Nicolò Fusi, David Alvarez-Melis, Lester Mackey

CoRR, 2024

UPS: Towards Foundation Models for PDE Solving via Cross-Modal Adaptation.

Junhong Shen, Tanya Marwah, Ameet Talwalkar

CoRR, 2024

2023

Deep Equilibrium Based Neural Operators for Steady-State PDEs.

Tanya Marwah, Ashwini Pokle, J. Zico Kolter, Zachary C. Lipton, Jianfeng Lu, Andrej Risteski

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Neural Network Approximations of PDEs Beyond Linearity: A Representational Perspective.

Tanya Marwah, Zachary Chase Lipton, Jianfeng Lu, Andrej Risteski

Proceedings of the International Conference on Machine Learning, 2023

Disentangling the Mechanisms Behind Implicit Regularization in SGD.

Zachary Novack, Simran Kaur, Tanya Marwah, Saurabh Garg, Zachary Chase Lipton

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2021

Parametric Complexity Bounds for Approximating PDEs with Neural Networks.

Tanya Marwah, Zachary C. Lipton, Andrej Risteski

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2019

Interactive Image Generation Using Scene Graphs.

Gaurav Mittal, Shubham Agrawal, Anuva Agarwal, Sushant Mehta, Tanya Marwah

Proceedings of the Deep Generative Models for Highly Structured Data, 2019

2018

Sentiment dynamics in social media news channels.

Nagendra Kumar, Rakshita Nagalla, Tanya Marwah, Manish Singh

Online Soc. Networks Media, 2018

2017

Sync-DRAW: Automatic Video Generation using Deep Recurrent Attentive Architectures.

Gaurav Mittal, Tanya Marwah, Vineeth N. Balasubramanian

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Attentive Semantic Video Generation Using Captions.

Tanya Marwah, Gaurav Mittal, Vineeth N. Balasubramanian

Proceedings of the IEEE International Conference on Computer Vision, 2017

2016

Sync-DRAW: Automatic GIF Generation using Deep Recurrent Attentive Architectures.

Gaurav Mittal, Tanya Marwah, Vineeth N. Balasubramanian

CoRR, 2016