Andres Munoz
8 papers · 2014–2022 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (8)
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Cross-Pollinator
(8)
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Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(20)
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Trend Setter
Conferences
NIPS (4)
ICML (2)
AISTATS (1)
WACV (1)
Top co-authors
Research topics
Keywords
differential privacy
(4)
revenue optimization
(3)
strategic buyer
(2)
online learning
(2)
mechanism design
(2)
empirical risk minimization
(2)
posted-price auction
(2)
privacy-preserving learning
(1)
advertising auction
(1)
bid prediction
(1)
regret minimization
(1)
covariance matrix
(1)
statistical estimation
(1)
resource allocation
(1)
regression analysis
(1)
top-k ranking
(1)
exponential mechanism
(1)
game theory
(1)
multi-armed bandit
(1)
regret bound
(1)
Papers
A Joint Exponential Mechanism For Differentially Private Top-$k$
ICML 2022
Temporal Shift GAN for Large Scale Video Generation
WACV 2021
Private optimization without constraint violations
AISTATS 2021
Differentially Private Covariance Estimation
NIPS 2019
Bounding User Contributions: A Bias-Variance Trade-off in Differential Privacy
ICML 2019
Revenue Optimization with Approximate Bid Predictions
NIPS 2017
Revenue Optimization against Strategic Buyers
NIPS 2015
Optimal Regret Minimization in Posted-Price Auctions with Strategic Buyers
NIPS 2014