Sidhant Misra
6 papers · 2016–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (9) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
NIPS (3)
ICML (2)
COLT (1)
Top co-authors
Keywords
interaction screening
(4)
graphical model
(3)
sample complexity
(3)
structure learning
(3)
ising model
(2)
structure recovery
(1)
energy function
(1)
probabilistic modeling
(1)
conditional likelihood
(1)
information-theoretic bound
(1)
discrete variable
(1)
graph reconstruction
(1)
sparse graph
(1)
correlated sample
(1)
factor model
(1)
neural network
(1)
mixed integer quadratic program
(1)
gaussian graphical model
(1)
convex optimization
(1)
graph learning
(1)
Papers
Optimization Proxies using Limited Labeled Data and Training Time β A Semi-Supervised Bayesian Neural Network Approach
ICML 2025
Exponential Reduction in Sample Complexity with Learning of Ising Model Dynamics
ICML 2021
Learning of Discrete Graphical Models with Neural Networks
NIPS 2020
Efficient Learning of Discrete Graphical Models
NIPS 2020
Information Theoretic Optimal Learning of Gaussian Graphical Models
COLT 2020
Interaction Screening: Efficient and Sample-Optimal Learning of Ising Models
NIPS 2016