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ORCIDSumanth Varambally
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2020 – today
- 2025
[c5]Kun Wang, Sumanth Varambally, Duncan Watson-Parris, Yian Ma, Rose Yu:
Discovering Latent Causal Graphs from Spatiotemporal Data. ICML 2025- [i7]Sumanth Varambally, Thomas Voice, Yanchao Sun, Zhifeng Chen, Rose Yu, Ke Ye:
Hilbert: Recursively Building Formal Proofs with Informal Reasoning. CoRR abs/2509.22819 (2025) - [i6]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:
Zephyrus: An Agentic Framework for Weather Science. CoRR abs/2510.04017 (2025) - 2024
- [c4]Sumanth Varambally, Yian Ma, Rose Yu:
Discovering Mixtures of Structural Causal Models from Time Series Data. ICML 2024 - [i5]Kun Wang, Sumanth Varambally, Duncan Watson-Parris
, Yi-An Ma, Rose Yu:
Discovering Latent Structural Causal Models from Spatio-Temporal Data. CoRR abs/2411.05331 (2024) - 2023
- [i4]Sumanth Varambally, Yi-An Ma, Rose Yu:
Discovering Mixtures of Structural Causal Models from Time Series Data. CoRR abs/2310.06312 (2023) - 2022
- [c3]Sumanth Varambally, Jiaoyang Li, Sven Koenig:
Which MAPF Model Works Best for Automated Warehousing? SOCS 2022: 190-198 - 2021
- [c2]Prashant Pandey, Mrigank Raman, Sumanth Varambally, Prathosh AP:
Generalization on Unseen Domains via Inference-Time Label-Preserving Target Projections. CVPR 2021: 12924-12933 - [c1]Arindam Bhattacharya, Sumanth Varambally, Amitabha Bagchi, Srikanta Bedathur:
Fast One-class Classification using Class Boundary-preserving Random Projections. KDD 2021: 66-74 - [i3]Prashant Pandey, Mrigank Raman, Sumanth Varambally, Prathosh AP:
Domain Generalization via Inference-time Label-Preserving Target Projections. CoRR abs/2103.01134 (2021) - 2020
- [i2]Prashant Pandey, Mrigank Raman, Sumanth Varambally, Prathosh AP:
Discrepancy Minimization in Domain Generalization with Generative Nearest Neighbors. CoRR abs/2007.14284 (2020) - [i1]Arindam Bhattacharya, Sumanth Varambally, Amitabha Bagchi, Srikanta Bedathur:
FROCC: Fast Random projection-based One-Class Classification. CoRR abs/2011.14317 (2020)
Coauthor Index
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