Renato Paes Leme
17 papers · 2016–2026 · 7 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (27) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🏆
Keyword Champion
(2)
🧬
Topic Evolution
📈
Trend Setter
🔥
Unstoppable · Bronze
🚀
Conference Pioneer
💎
Century Club · Bronze
🗃️
Keyword Collector
(89)
Top co-authors
Research topics
Mathematics & Optimization
(14)
Optimization
(14)
Machine Learning
(13)
Optimization & Theory
(11)
Artificial Intelligence
(8)
Core AI
(8)
Learning Types
(6)
Computer Science
(3)
Core Methods
(2)
Foundations
(2)
Natural Language Processing
(1)
Bayesian & Probabilistic
(1)
Generation
(1)
Learning Paradigms
(1)
Systems
(1)
Keywords
mechanism design
(4)
regret bound
(4)
online learning
(4)
revenue optimization
(3)
incentive compatibility
(2)
pareto efficiency
(2)
dynamic pricing
(2)
convex optimization
(2)
incentive compatible
(2)
preference learning
(1)
sparse approximation
(1)
nash equilibrium
(1)
resource allocation
(1)
stochastic process
(1)
embedding
(1)
regret minimization
(1)
support vector machine
(1)
game theory
(1)
price prediction
(1)
query complexity
(1)
Papers
Quota Marketplace: Dynamic Pricing for Efficient Allocation of ML Training Resources
OSDI 2026
Full Swap Regret and Discretized Calibration
ALT 2025
Mechanism Design for Large Language Models (Extended Abstract)
IJCAI 2025
Procurement Auctions via Approximately Optimal Submodular Optimization
ICML 2025
Convergence of No-Swap-Regret Dynamics in Self-Play
NeurIPS 2024
U-Calibration: Forecasting for an Unknown Agent
COLT 2023
Corruption-Robust Contextual Search through Density Updates
COLT 2022
Jointly Learning Prices and Product Features
IJCAI 2021
Learning to Price Against a Moving Target
ICML 2021
Bandits with Adversarial Scaling
ICML 2020
Costly Zero Order Oracles
COLT 2020
Dynamic Contracting under Positive Commitment
AAAI 2019
Learning to Clear the Market
ICML 2019
Optimal Dynamic Auctions Are Virtual Welfare Maximizers
AAAI 2019
Pareto Efficient Auctions with Interest Rates
AAAI 2019
Tight Bounds for Approximate Carathéodory and Beyond
ICML 2017
Dynamic Auctions with Bank Accounts
IJCAI 2016