Anand D. Sarwate
5 papers · 2011–2025 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Half πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π±
Topic Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Optimization & Theory
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Core Methods
(3)
Mathematics & Optimization
(1)
Security & Privacy
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Core AI
(1)
Differential Privacy
(1)
Learning Paradigms
(1)
Mathematics
(1)
Keywords
ising model
(2)
privacy-preserving learning
(2)
differential privacy
(2)
knowledge distillation
(1)
sample complexity
(1)
empirical risk minimization
(1)
multi-class classification
(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)
model deferral
(1)
graphical model structure learning
(1)
regularized logistic regression
(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