Saurabh Sihag
6 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (19) π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (5) π Cross-Pollinator (13)
π
Renaissance Researcher
(6)
π
Interdisciplinary Bridge
π
Trend Setter
Conferences
NIPS (3)
AISTATS (1)
ICML (1)
IJCAI (1)
Top co-authors
Keywords
structure learning
(2)
ising model
(2)
principal component analysis
(1)
graph theory
(1)
medical imaging
(1)
sample complexity
(1)
stability analysis
(1)
granger causality
(1)
covariance matrix
(1)
brain imaging
(1)
side information
(1)
markov model
(1)
cortical thickness
(1)
graphical model
(1)
probabilistic graphical model
(1)
multimodal datum
(1)
shared subgraph
(1)
event sequence
(1)
graph neural network
(1)
brain age prediction
(1)
Papers
Neural Tangent Kernels Motivate Cross-Covariance Graphs in Neural Networks
ICML 2024
Explainable Brain Age Prediction using coVariance Neural Networks
NIPS 2023
coVariance Neural Networks
NIPS 2022
Summary Markov Models for Event Sequences
IJCAI 2022
Learning Shared Subgraphs in Ising Model Pairs
AISTATS 2021
Structure Learning with Side Information: Sample Complexity
NIPS 2019