← Optimization
Mathematics & Optimization › Optimization ›

Online Algorithms

2190 directly classified papers

Papers per year

Papers

Nearest Neighbour with Bandit Feedback NIPS 2023
Polynomial-Time Linear-Swap Regret Minimization in Imperfect-Information Sequential Games NIPS 2023
Beyond Performative Prediction: Open-environment Learning with Presence of Corruptions AISTATS 2023
Resolving the Approximability of Offline and Online Non-monotone DR-Submodular Maximization over General Convex Sets AISTATS 2023
Statistical Inference and A/B Testing for First-Price Pacing Equilibria ICML 2023
Semi-Parametric Contextual Pricing Algorithm using Cox Proportional Hazards Model ICML 2023
Online Inventory Problems: Beyond the i.i.d. Setting with Online Convex Optimization NIPS 2023
Efficient Online Clustering with Moving Costs NIPS 2023
ANACONDA: An Improved Dynamic Regret Algorithm for Adaptive Non-Stationary Dueling Bandits AISTATS 2023
BARA: Efficient Incentive Mechanism with Online Reward Budget Allocation in Cross-Silo Federated Learning IJCAI 2023
Logarithmic-Regret Quantum Learning Algorithms for Zero-Sum Games NIPS 2023
Pricing against a Budget and ROI Constrained Buyer AISTATS 2023
Robust Learning for Smoothed Online Convex Optimization with Feedback Delay NIPS 2023
Advice Querying under Budget Constraint for Online Algorithms NIPS 2023
Graph-Aided Online Multi-Kernel Learning JMLR 2023
Online List Labeling with Predictions NIPS 2023
Multiplier Bootstrap-based Exploration ICML 2023
Dynamical Linear Bandits ICML 2023
Learning to Rank under Multinomial Logit Choice JMLR 2023
Simulation-Assisted Optimization for Large-Scale Evacuation Planning with Congestion-Dependent Delays IJCAI 2023
Alternation makes the adversary weaker in two-player games NIPS 2023
The Distortion of Binomial Voting Defies Expectation NIPS 2023
A New Look at Dynamic Regret for Non-Stationary Stochastic Bandits JMLR 2023
Online Learning for Non-monotone DR-Submodular Maximization: From Full Information to Bandit Feedback AISTATS 2023
Fully Dynamic $k$-Clustering in $\tilde O(k)$ Update Time NIPS 2023