Andres Munoz
8 papers · 2014–2022 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(20)
π£
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(7)
Mathematics & Optimization
(5)
Application Areas
(5)
Optimization
(4)
Optimization & Theory
(4)
Artificial Intelligence
(2)
Core AI
(2)
Learning Types
(2)
Computer Vision
(1)
Deep Learning
(1)
Security & Privacy
(1)
Core Methods
(1)
Differential Privacy
(1)
Generation
(1)
Mathematics
(1)
Keywords
differential privacy
(4)
revenue optimization
(3)
online learning
(2)
mechanism design
(2)
strategic buyer
(2)
posted-price auction
(2)
empirical risk minimization
(2)
regret minimization
(1)
covariance matrix
(1)
statistical estimation
(1)
resource allocation
(1)
regression analysis
(1)
top-k ranking
(1)
exponential mechanism
(1)
multi-armed bandit
(1)
regret bound
(1)
learning algorithm
(1)
linear constraint
(1)
lower bound
(1)
bias-variance tradeoff
(1)
Papers
A Joint Exponential Mechanism For Differentially Private Top-k
ICML 2022
Private optimization without constraint violations
AISTATS 2021
Temporal Shift GAN for Large Scale Video Generation
WACV 2021
Bounding User Contributions: A Bias-Variance Trade-off in Differential Privacy
ICML 2019
Differentially Private Covariance Estimation
NeurIPS 2019
Revenue Optimization with Approximate Bid Predictions
NeurIPS 2017
Revenue Optimization against Strategic Buyers
NeurIPS 2015
Optimal Regret Minimization in Posted-Price Auctions with Strategic Buyers
NeurIPS 2014