Sumanth Varambally

12 papers A* 4B 1Journal 7
YearRankTypeTitle / Venue / Authors
2025 A* conf
Discovering Latent Causal Graphs from Spatiotemporal Data.
ICML
Kun Wang, Sumanth Varambally, Duncan Watson-Parris, Yian Ma, Rose Yu
2025 J jnl
Hilbert: Recursively Building Formal Proofs with Informal Reasoning.
CoRR
Sumanth Varambally, Thomas Voice, Yanchao Sun, Zhifeng Chen, Rose Yu, Ke Ye
2025 J jnl
Zephyrus: An Agentic Framework for Weather Science.
CoRR
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
2024 J jnl
Discovering Latent Structural Causal Models from Spatio-Temporal Data.
CoRR
Kun Wang, Sumanth Varambally, Duncan Watson-Parris, Yi-An Ma, Rose Yu
2024 A* conf
Discovering Mixtures of Structural Causal Models from Time Series Data.
ICML
Sumanth Varambally, Yian Ma, Rose Yu
2023 J jnl
Discovering Mixtures of Structural Causal Models from Time Series Data.
CoRR
Sumanth Varambally, Yi-An Ma, Rose Yu
2022 B conf
Which MAPF Model Works Best for Automated Warehousing?
SOCS
Sumanth Varambally, Jiaoyang Li, Sven Koenig
2021 J jnl
Domain Generalization via Inference-time Label-Preserving Target Projections.
CoRR
Prashant Pandey, Mrigank Raman, Sumanth Varambally, Prathosh AP
2021 A* conf
Fast One-class Classification using Class Boundary-preserving Random Projections.
KDD
Arindam Bhattacharya, Sumanth Varambally, Amitabha Bagchi, Srikanta Bedathur
2021 A* conf
Generalization on Unseen Domains via Inference-Time Label-Preserving Target Projections.
CVPR
Prashant Pandey, Mrigank Raman, Sumanth Varambally, Prathosh AP
2020 J jnl
Discrepancy Minimization in Domain Generalization with Generative Nearest Neighbors.
CoRR
Prashant Pandey, Mrigank Raman, Sumanth Varambally, Prathosh AP
2020 J jnl
FROCC: Fast Random projection-based One-Class Classification.
CoRR
Arindam Bhattacharya, Sumanth Varambally, Amitabha Bagchi, Srikanta Bedathur