Sandeep Madireddy
4 papers · 2023–2026 · 4 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
(16)
Venues
Top co-authors
Research topics
Deep Learning
(4)
Artificial Intelligence
(3)
Machine Learning
(3)
Core AI
(3)
Models
(3)
Learning Types · Deep Learning
(2)
Data Science & Analytics
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
information bottleneck
(2)
representation learning
(1)
deep learning
(1)
time series
(1)
relative entropy
(1)
entropy estimation
(1)
latent variable model
(1)
variational autoencoder
(1)
model scaling
(1)
weather forecasting
(1)
transformer neural network
(1)
medium-range forecast
(1)
forecast accuracy
(1)
randomized dynamics forecast
(1)
chain-of-thought prompting
(1)
temporal pattern
(1)
failure prediction
(1)
rejection sampling
(1)
sparsity-inducing prior
(1)
out-of-distribution robustness
(1)
Papers
SMARTTalk: Teaching SMART Logs to Talk to LLMs
OSDI 2026
REMEDI: Corrective Transformations for Improved Neural Entropy Estimation
ICML 2024
Scaling transformer neural networks for skillful and reliable medium-range weather forecasting
NeurIPS 2024
Sparsity-Inducing Categorical Prior Improves Robustness of the Information Bottleneck
AISTATS 2023