Ananth Kalyanaraman
4 papers · 2022–2026 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (2)
IJCAI (2)
Top co-authors
Keywords
attention mechanism
(2)
uncertainty quantification
(2)
gaussian process
(2)
network optimization
(1)
prediction interval
(1)
temporal attention
(1)
spatiotemporal prediction
(1)
physical constraint
(1)
spatio-temporal forecasting
(1)
multiplicative weights update
(1)
sample average approximation
(1)
epidemic control
(1)
spatial attention
(1)
streamflow prediction
(1)
snow water equivalent
(1)
hydrological forecasting
(1)
stchastic process
(1)
snow-water equivalent
(1)
constrained reasoning
(1)
time series analysis
(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