Anand D. Sarwate
5 papers · 2011–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (3) π Academic Marathon (14) π Cross-Pollinator (13) π§ Keyword Pioneer
π£
Hot Topic Early Bird
πΊοΈ
Taxonomy Completionist
(11)
π±
Topic Pioneer
π
Trend Setter
Conferences
JMLR (3)
AISTATS (1)
ICLR (1)
Top co-authors
Research topics
Keywords
privacy-preserving learning
(2)
ising model
(2)
differential privacy
(2)
sample complexity
(1)
empirical risk minimization
(1)
matrix approximation
(1)
structure recovery
(1)
graphical model
(1)
gaussian graphical model
(1)
noisy observation
(1)
objective perturbation
(1)
chow-liu algorithm
(1)
predictive learning
(1)
hidden variable
(1)
tree-structured graphical model
(1)
graphical model structure learning
(1)
regularized logistic regression
(1)
convex optimization
(1)
principal component analysis
(1)
Papers
Learning to Help in Multi-Class Settings
ICLR 2025
Predictive Learning on Hidden Tree-Structured Ising Models
JMLR 2021
Learning Tree Structures from Noisy Data
AISTATS 2019
A Near-Optimal Algorithm for Differentially-Private Principal Components
JMLR 2013
Differentially Private Empirical Risk Minimization
JMLR 2011