Anand Sarwate
5 papers · 2012–2024 · 5 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (12) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (5)
π
Academic Marathon
(12)
π
Cross-Pollinator
(11)
π
Trend Setter
Conferences
AISTATS (1)
ICLR (1)
ICML (1)
NIPS (1)
NSDI (1)
Top co-authors
Research topics
Keywords
differential privacy
(3)
dimensionality reduction
(1)
stochastic gradient descent
(1)
principal component analysis
(1)
privacy-preserving
(1)
principal components analysis
(1)
low-rank approximation
(1)
matrix perturbation
(1)
monte carlo estimation
(1)
label noise
(1)
maximum a posteriori
(1)
matrix approximation
(1)
gibbs distribution
(1)
sequential sampling
(1)
learning rate
(1)
regret bound
(1)
deep neural network
(1)
video analytics
(1)
measure concentration
(1)
query privacy
(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
NIPS 2012