Andres Munoz Medina
10 papers · 2014–2025 · 4 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (27)
🏆
Keyword Champion
(2)
🧭
Keyword Pioneer
🗃️
Keyword Collector
(52)
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(10)
Application Areas
(7)
Learning Types
(6)
Artificial Intelligence
(5)
Optimization & Theory
(5)
Mathematics & Optimization
(4)
Optimization
(4)
Core AI
(3)
Security & Privacy
(2)
Differential Privacy
(2)
Learning Paradigms
(2)
Data Science & Analytics
(1)
Core Methods
(1)
Methods
(1)
Privacy
(1)
Keywords
differential privacy
(4)
reserve price
(2)
privacy-utility trade-off
(2)
learning algorithm
(2)
empirical risk minimization
(2)
revenue optimization
(2)
second-price auction
(2)
convex optimization
(1)
domain adaptation
(1)
online learning
(1)
communication efficiency
(1)
entropy estimation
(1)
shannon entropy
(1)
regret bound
(1)
privacy-preserving learning
(1)
transfer learning
(1)
sublinear regret
(1)
distributed learning
(1)
distributed algorithm
(1)
online algorithm
(1)
Papers
Differentially private optimization for non-decomposable objective functions
ICLR 2025
Auditing Privacy Mechanisms via Label Inference Attacks
NeurIPS 2024
A Unified Fast Gradient Clipping Framework for DP-SGD
NeurIPS 2023
Easy Learning from Label Proportions
NeurIPS 2023
Label differential privacy and private training data release
ICML 2023
Private and Communication-Efficient Algorithms for Entropy Estimation
NeurIPS 2022
Adaptation Based on Generalized Discrepancy
JMLR 2019
Learning Algorithms for Second-Price Auctions with Reserve
JMLR 2016
No-Regret Algorithms for Heavy-Tailed Linear Bandits
ICML 2016
Learning Theory and Algorithms for revenue optimization in second price auctions with reserve
ICML 2014