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Methodology
← Optimization
Mathematics & Optimization
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Optimization
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Online Algorithms
2190 directly classified papers
Papers per year
2002: 2
2003: 1
2005: 1
2006: 6
2007: 6
2008: 10
2009: 14
2010: 16
2011: 35
2012: 31
2013: 44
2014: 48
2015: 59
2016: 77
2017: 91
2018: 126
2019: 181
2020: 225
2021: 282
2022: 277
2023: 337
2024: 229
2025: 69
2026: 23
Papers
Online Convex Optimization in the Random Order Model
ICML 2020
Pay Your Trip for Traffic Congestion: Dynamic Pricing in Traffic-Aware Road Networks
AAAI 2020
ImpatientCapsAndRuns: Approximately Optimal Algorithm Configuration from an Infinite Pool
NIPS 2020
A Unified Framework of Online Learning Algorithms for Training Recurrent Neural Networks
JMLR 2020
Contextual Bandits with Continuous Actions: Smoothing, Zooming, and Adapting
JMLR 2020
Spectral bandits
JMLR 2020
Online learning with dynamics: A minimax perspective
NIPS 2020
Adversarial Blocking Bandits
NIPS 2020
Crush Optimism with Pessimism: Structured Bandits Beyond Asymptotic Optimality
NIPS 2020
Decentralized Multi-player Multi-armed Bandits with No Collision Information
AISTATS 2020
Robust Pricing in Dynamic Mechanism Design
ICML 2020
(Locally) Differentially Private Combinatorial Semi-Bandits
ICML 2020
Online Pricing with Offline Data: Phase Transition and Inverse Square Law
ICML 2020
Modelling and Solving Online Optimisation Problems
AAAI 2020
Draining the Water Hole: Mitigating Social Engineering Attacks with CyberTWEAK
AAAI 2020
Stateful Posted Pricing with Vanishing Regret via Dynamic Deterministic Markov Decision Processes
NIPS 2020
Tight First- and Second-Order Regret Bounds for Adversarial Linear Bandits
NIPS 2020
The Power of Predictions in Online Control
NIPS 2020
Schatten Norms in Matrix Streams: Hello Sparsity, Goodbye Dimension
ICML 2020
Stochastic Online Learning with Probabilistic Graph Feedback
AAAI 2020
On Adaptivity in Information-Constrained Online Learning
AAAI 2020
Adaptive Greedy versus Non-Adaptive Greedy for Influence Maximization
AAAI 2020
Unreasonable Effectiveness of Greedy Algorithms in Multi-Armed Bandit with Many Arms
NIPS 2020
Synthesizing strategies under expected and exceptional environment behaviors
IJCAI 2020
Locally-Adaptive Nonparametric Online Learning
NIPS 2020
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