Saurabh Sihag
6 papers · 2019–2024 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
๐
Conference Polyglot ยท Bronze
๐
Academic Marathon ยท Sprint
๐
Interdisciplinary Bridge ยท Bronze
๐บ๏ธ
Taxonomy Completionist
(20)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Core Methods
(5)
Deep Learning
(3)
Architectures
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Data Science & Analytics
(2)
Mathematics & Optimization
(2)
Learning Types
(2)
Mathematics
(2)
Methods
(2)
Healthcare & Medicine
(1)
Bayesian & Probabilistic
(1)
Clinical
(1)
Core AI
(1)
Keywords
ising model
(2)
structure learning
(2)
neural tangent kernel
(1)
principal component analysis
(1)
graph theory
(1)
medical imaging
(1)
sample complexity
(1)
stability analysis
(1)
granger causality
(1)
time series prediction
(1)
covariance matrix
(1)
brain imaging
(1)
side information
(1)
markov model
(1)
cortical thickness
(1)
generalization
(1)
graphical model
(1)
probabilistic graphical model
(1)
multimodal data
(1)
shared subgraph
(1)
Papers
Neural Tangent Kernels Motivate Cross-Covariance Graphs in Neural Networks
ICML 2024
Explainable Brain Age Prediction using coVariance Neural Networks
NeurIPS 2023
coVariance Neural Networks
NeurIPS 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
NeurIPS 2019