Sumanth Varambally

According to our database, Sumanth Varambally authored at least 12 papers between 2020 and 2026.

Collaborative distances:

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

2026

ToolMol: Evolutionary Agentic Framework for Multi-objective Drug Discovery.

Andrew Y. Zhou, Sharvaree Vadgama, Sumanth Varambally, Peter Eckmann, Michael K. Gilson, Rose Yu

CoRR, May, 2026

2025

Zephyrus: An Agentic Framework for Weather Science.

Sumanth Varambally, Marshall Fisher, Jas Thakker, Yiwei Chen, Zhirui Xia, Yasaman Jafari, Ruijia Niu, Manas Jain, Veeramakali Vignesh Manivannan, Zachary Novack, Luyu Han, Srikar Eranky, Salva Rühling Cachay, Taylor Berg-Kirkpatrick, Duncan Watson-Parris, Yi-An Ma, Rose Yu

CoRR, October, 2025

Hilbert: Recursively Building Formal Proofs with Informal Reasoning.

Sumanth Varambally, Thomas Voice, Yanchao Sun, Zhifeng Chen, Rose Yu, Ke Ye

CoRR, September, 2025

Discovering Latent Causal Graphs from Spatiotemporal Data.

Kun Wang, Sumanth Varambally, Duncan Watson-Parris, Yian Ma, Rose Yu

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

2024

Discovering Latent Structural Causal Models from Spatio-Temporal Data.

Kun Wang, Sumanth Varambally, Duncan Watson-Parris, Yi-An Ma, Rose Yu

CoRR, 2024

Discovering Mixtures of Structural Causal Models from Time Series Data.

Sumanth Varambally, Yian Ma, Rose Yu

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2022

Which MAPF Model Works Best for Automated Warehousing?

Sumanth Varambally, Jiaoyang Li, Sven Koenig

Proceedings of the Fifteenth International Symposium on Combinatorial Search, 2022

2021

Domain Generalization via Inference-time Label-Preserving Target Projections.

Prashant Pandey, Mrigank Raman, Sumanth Varambally, Prathosh AP

CoRR, 2021

Fast One-class Classification using Class Boundary-preserving Random Projections.

Arindam Bhattacharya, Sumanth Varambally, Amitabha Bagchi, Srikanta Bedathur

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Generalization on Unseen Domains via Inference-Time Label-Preserving Target Projections.

Prashant Pandey, Mrigank Raman, Sumanth Varambally, Prathosh AP

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

FROCC: Fast Random projection-based One-Class Classification.

Arindam Bhattacharya, Sumanth Varambally, Amitabha Bagchi, Srikanta Bedathur

CoRR, 2020

Discrepancy Minimization in Domain Generalization with Generative Nearest Neighbors.

Prashant Pandey, Mrigank Raman, Sumanth Varambally, Prathosh AP

CoRR, 2020