Anand Sarwate
5 papers · 2012–2024 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird
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Keywords
differential privacy
(3)
dimensionality reduction
(1)
neural tangent kernel
(1)
stochastic gradient descent
(1)
principal component analysis
(1)
sample complexity
(1)
explainable ai
(1)
principal components analysis
(1)
low-rank approximation
(1)
matrix perturbation
(1)
monte carlo estimation
(1)
label noise
(1)
privacy preserving
(1)
maximum a posteriori
(1)
matrix approximation
(1)
gibbs distribution
(1)
sequential sampling
(1)
learning rate
(1)
regret bound
(1)
deep neural network
(1)
Papers
Faithful and Efficient Explanations for Neural Networks via Neural Tangent Kernel Surrogate Models
ICLR 2024
Privid: Practical, Privacy-Preserving Video Analytics Queries
NSDI 2022
Learning from Data with Heterogeneous Noise using SGD
AISTATS 2015
On Measure Concentration of Random Maximum A-Posteriori Perturbations
ICML 2014
Near-optimal Differentially Private Principal Components
NeurIPS 2012