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Research Articles
The Online Saddle Point Problem and Online Convex Optimization with Knapsacks
Pages:1–39
Published Online:January 12, 2024
Towards Optimal Problem Dependent Generalization Error Bounds in Statistical Learning Theory
Pages:40–67
Published Online:January 19, 2024
Scheduling in the High-Uncertainty Heavy Traffic Regime
Pages:107–140
Published Online:February 7, 2024
Alternating and Parallel Proximal Gradient Methods for Nonsmooth, Nonconvex Minimax: A Unified Convergence Analysis
Pages:141–168
Published Online:February 8, 2024
Fluctuation Theory of Continuous-Time, Skip-Free Downward Markov Chains with Applications to Branching Processes with Immigration
Pages:169–188
Published Online:February 12, 2024
Stationary Points of a Shallow Neural Network with Quadratic Activations and the Global Optimality of the Gradient Descent Algorithm
Pages:209–251
Published Online:February 20, 2024
Open Access
A Characterization of Simultaneous Optimization, Majorization, and (Bi-)Submodular Polyhedra
Pages:252–276
Published Online:February 20, 2024
Variational Inequalities on Unbounded Domains for Zero-Sum Singular Controller vs. Stopper Games
Pages:277–312
Published Online:February 21, 2024
Strongly Convergent Homogeneous Approximations to Inhomogeneous Markov Jump Processes and Applications
Pages:334–355
Published Online:February 22, 2024
Optimal Consumption and Investment with Independent Stochastic Labor Income
Pages:356–389
Published Online:March 5, 2024
On the (Im-)Possibility of Representing Probability Distributions as a Difference of I.I.D. Noise Terms
Pages:390–409
Published Online:March 7, 2024
Parametric Semidefinite Programming: Geometry of the Trajectory of Solutions
Pages:410–430
Published Online:March 8, 2024
A Policy Gradient Algorithm for the Risk-Sensitive Exponential Cost MDP
Pages:431–458
Published Online:March 11, 2024
Convergence and Stability of Coupled Belief-Strategy Learning Dynamics in Continuous Games
Pages:459–481
Published Online:March 12, 2024
Mean-Field Multiagent Reinforcement Learning: A Decentralized Network Approach
Pages:506–536
Published Online:March 13, 2024
Semidefinite Approximations for Bicliques and Bi-Independent Pairs
Pages:537–572
Published Online:March 13, 2024
Multilevel Langevin Pathwise Average for Gibbs Approximation
Pages:573–605
Published Online:March 20, 2024
Optimal Investment Strategy for α-Robust Utility Maximization Problem
Pages:606–632
Published Online:March 21, 2024
Fast Rates for the Regret of Offline Reinforcement Learning
Pages:633–655
Published Online:March 25, 2024
Exact Characterization of the Jointly Optimal Restocking and Auditing Policy in Inventory Systems with Record Inaccuracy
Pages:656–710
Published Online:March 26, 2024
Sample-Path Large Deviations for Unbounded Additive Functionals of the Reflected Random Walk
Pages:711–742
Published Online:March 27, 2024
Uniqueness of Convex-Ranged Probabilities and Applications to Risk Measures and Games
Pages:743–763
Published Online:March 27, 2024
