Ananth Kalyanaraman
4 papers · 2022–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
Top co-authors
Research topics
Keywords
attention mechanism
(2)
uncertainty quantification
(2)
gaussian process
(2)
snow water equivalent
(2)
prediction interval
(1)
temporal attention
(1)
spatiotemporal forecasting
(1)
physical constraint
(1)
spatio-temporal prediction
(1)
multiplicative weights update
(1)
sample average approximation
(1)
epidemic control
(1)
spatial attention
(1)
streamflow prediction
(1)
hydrological forecasting
(1)
stchastic process
(1)
constrained reasoning
(1)
time series analysis
(1)
deep temporal model
(1)
time series prediction
(1)
Papers
ForeSWE: Forecasting Snow-Water Equivalent with an Uncertainty-Aware Attention Model
AAAI 2026
Attention-Based Models for Snow-Water Equivalent Prediction
AAAI 2024
Streamflow Prediction with Uncertainty Quantification for Water Management: A Constrained Reasoning and Learning Approach
IJCAI 2024
Scalable and Memory-Efficient Algorithms for Controlling Networked Epidemic Processes Using Multiplicative Weights Update Method
IJCAI 2022