Syama Sundar Rangapuram
12 papers · 2012–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
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Academic Marathon
(13)
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Century Club
(12)
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Conferences
NIPS (6)
AISTATS (4)
ICML (2)
Top co-authors
Keywords
probabilistic forecasting
(4)
time series forecasting
(4)
normalized cut
(2)
recurrent neural network
(2)
graph partitioning
(2)
continuous optimization
(2)
probabilistic forecast
(2)
state space model
(2)
spectral clustering
(2)
clustering optimization
(1)
gaussian process
(1)
density estimation
(1)
time series
(1)
kalman filter
(1)
regularization
(1)
deep learning
(1)
hypergraph learning
(1)
graph clustering
(1)
quantile regression
(1)
hypergraphs
(1)
Papers
Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization
ICML 2025
ChronosX: Adapting Pretrained Time Series Models with Exogenous Variables
AISTATS 2025
Coherent Probabilistic Forecasting of Temporal Hierarchies
AISTATS 2023
Neural Flows: Efficient Alternative to Neural ODEs
NIPS 2021
End-to-End Learning of Coherent Probabilistic Forecasts for Hierarchical Time Series
ICML 2021
Normalizing Kalman Filters for Multivariate Time Series Analysis
NIPS 2020
Deep Rao-Blackwellised Particle Filters for Time Series Forecasting
NIPS 2020
Probabilistic Forecasting with Spline Quantile Function RNNs
AISTATS 2019
Deep State Space Models for Time Series Forecasting
NIPS 2018
Tight Continuous Relaxation of the Balanced k-Cut Problem
NIPS 2014
The Total Variation on Hypergraphs - Learning on Hypergraphs Revisited
NIPS 2013
Constrained 1-Spectral Clustering
AISTATS 2012