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Stochastic Optimization

Papers archive 2025-07-28

archive papers tagged: 1,387 · with a code link: 337 · where Syntology ran a sample: 91 (75 with a run with no instrument failure, 16 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (91 of 1,387 tagged: 75 with a run with no instrument failure, 16 where every run was a failure of Syntology's instrument)

Page 5 of 14: papers 401 to 500 of 1,387, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Convergence Rate Analysis of LION
  12 Nov 2024 0 repositories listed
• Movable Antenna-Aided Federated Learning with Over-the-Air Aggregation: Joint Optimization of Positioning, Beamforming, and User Selection
  11 Nov 2024 0 repositories listed
• Two-Stage Stochastic Optimization for Low-Carbon Dispatch in a Combined Energy System
  11 Nov 2024 0 repositories listed
• Asymptotic regularity of a generalised stochastic Halpern scheme with applications
  7 Nov 2024 0 repositories listed
• Memory-Driven Metaheuristics: Improving Optimization Performance
  7 Nov 2024 0 repositories listed
• Forecasting Outside the Box: Application-Driven Optimal Pointwise Forecasts for Stochastic Optimization
  5 Nov 2024 0 repositories listed
• MESS+: Energy-Optimal Inferencing in Language Model Zoos with Service Level Guarantees
  31 Oct 2024 0 repositories listed
• Towards Reliable Alignment: Uncertainty-aware RLHF
  31 Oct 2024 0 repositories listed
• Dynamic Matching with Post-allocation Service and its Application to Refugee Resettlement
  30 Oct 2024 0 repositories listed
• Stochastic Approximation with Unbounded Markovian Noise: A General-Purpose Theorem
  29 Oct 2024 0 repositories listed
• Survival Models: Proper Scoring Rule and Stochastic Optimization with Competing Risks
  22 Oct 2024 0 repositories listed
• A quantitative Robbins-Siegmund theorem
  21 Oct 2024 0 repositories listed
• From Gradient Clipping to Normalization for Heavy Tailed SGD
  17 Oct 2024 0 repositories listed
• A Stochastic Approach to Bi-Level Optimization for Hyperparameter Optimization and Meta Learning
  14 Oct 2024 0 repositories listed
• MindFlayer SGD: Efficient Parallel SGD in the Presence of Heterogeneous and Random Worker Compute Times
  5 Oct 2024 0 repositories listed
• On the SAGA algorithm with decreasing step
  2 Oct 2024 0 repositories listed
• SpaceMesh: A Continuous Representation for Learning Manifold Surface Meshes
  30 Sep 2024 0 repositories listed
• Online Client Scheduling and Resource Allocation for Efficient Federated Edge Learning
  29 Sep 2024 0 repositories listed
• Trust-Region Sequential Quadratic Programming for Stochastic Optimization with Random Models
  24 Sep 2024 0 repositories listed
• On Broad-Beam Reflection for Dual-Polarized RIS-Assisted MIMO Systems
  21 Sep 2024 0 repositories listed
• SplitVAEs: Decentralized scenario generation from siloed data for stochastic optimization problems
  18 Sep 2024 0 repositories listed
• Variance-reduced first-order methods for deterministically constrained stochastic nonconvex optimization with strong convergence guarantees
  16 Sep 2024 0 repositories listed
• Cross-Entropy Optimization for Hyperparameter Optimization in Stochastic Gradient-based Approaches to Train Deep Neural Networks
  14 Sep 2024 0 repositories listed
• Notes on Sampled Gaussian Mechanism
  6 Sep 2024 0 repositories listed
• Evaluation of Prosumer Networks for Peak Load Management in Iran: A Distributed Contextual Stochastic Optimization Approach
  31 Aug 2024 0 repositories listed
• Bayesian Optimization for Non-Convex Two-Stage Stochastic Optimization Problems
  30 Aug 2024 0 repositories listed
• Multi-level Monte-Carlo Gradient Methods for Stochastic Optimization with Biased Oracles
  20 Aug 2024 0 repositories listed
• Differential Private Stochastic Optimization with Heavy-tailed Data: Towards Optimal Rates
  19 Aug 2024 0 repositories listed
• Faster Adaptive Decentralized Learning Algorithms
  19 Aug 2024 0 repositories listed
• Gradient-Variation Online Learning under Generalized Smoothness
  17 Aug 2024 0 repositories listed
• The Limitations of Model Retraining in the Face of Performativity
  16 Aug 2024 0 repositories listed
• Stochastic Real-Time Economic Dispatch for Integrated Electric and Gas Systems Considering Uncertainty Propagation and Pipeline Leakage
  15 Aug 2024 0 repositories listed
• Faster Stochastic Optimization with Arbitrary Delays via Asynchronous Mini-Batching
  14 Aug 2024 0 repositories listed
• Portfolio and reinsurance optimization under unknown market price of risk
  14 Aug 2024 0 repositories listed
• Convergence rates for the Adam optimizer
  29 Jul 2024 0 repositories listed
• Adaptive Gradient Regularization: A Faster and Generalizable Optimization Technique for Deep Neural Networks
  24 Jul 2024 0 repositories listed
• Generalization Bounds of Surrogate Policies for Combinatorial Optimization Problems
  24 Jul 2024 0 repositories listed
• Data-Driven Estimation of Conditional Expectations, Application to Optimal Stopping and Reinforcement Learning
  18 Jul 2024 0 repositories listed
• Private and Federated Stochastic Convex Optimization: Efficient Strategies for Centralized Systems
  17 Jul 2024 0 repositories listed
• Enhancing Stochastic Optimization for Statistical Efficiency Using ROOT-SGD with Diminishing Stepsize
  15 Jul 2024 0 repositories listed
• Topological Generalization Bounds for Discrete-Time Stochastic Optimization Algorithms
  11 Jul 2024 0 repositories listed
• UAV Formation and Resource Allocation Optimization for Communication-Assisted 3D InSAR Sensing
  9 Jul 2024 0 repositories listed
• CONGO: Compressive Online Gradient Optimization
  8 Jul 2024 0 repositories listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples)
• Stability and Generalization for Stochastic Recursive Momentum-based Algorithms for (Strongly-)Convex One to K-Level Stochastic Optimizations
  7 Jul 2024 0 repositories listed
• Private Zeroth-Order Nonsmooth Nonconvex Optimization
  27 Jun 2024 0 repositories listed
• Stochastic First-Order Methods with Non-smooth and Non-Euclidean Proximal Terms for Nonconvex High-Dimensional Stochastic Optimization
  27 Jun 2024 0 repositories listed
• Dynamic Scheduling for Vehicle-to-Vehicle Communications Enhanced Federated Learning
  25 Jun 2024 0 repositories listed
• Effect of Random Learning Rate: Theoretical Analysis of SGD Dynamics in Non-Convex Optimization via Stationary Distribution
  23 Jun 2024 0 repositories listed
• Teaching Models To Survive: Proper Scoring Rule and Stochastic Optimization with Competing Risks
  20 Jun 2024 0 repositories listed
• Fast Rates for Bandit PAC Multiclass Classification
  18 Jun 2024 0 repositories listed
• Scalable Differentiable Causal Discovery in the Presence of Latent Confounders with Skeleton Posterior (Extended Version)
  15 Jun 2024 0 repositories listed
• Faster Convergence on Heterogeneous Federated Edge Learning: An Adaptive Clustered Data Sharing Approach
  14 Jun 2024 0 repositories listed
• Measuring training variability from stochastic optimization using robust nonparametric testing
  12 Jun 2024 0 repositories listed
• Loss Gradient Gaussian Width based Generalization and Optimization Guarantees
  11 Jun 2024 0 repositories listed
• Robust Distribution Learning with Local and Global Adversarial Corruptions
  10 Jun 2024 0 repositories listed
• A Generalized Version of Chung's Lemma and its Applications
  9 Jun 2024 0 repositories listed
• You Only Accept Samples Once: Fast, Self-Correcting Stochastic Variational Inference
  5 Jun 2024 0 repositories listed
• Adaptive Variance Reduction for Stochastic Optimization under Weaker Assumptions
  4 Jun 2024 0 repositories listed
• Online Optimization Perspective on First-Order and Zero-Order Decentralized Nonsmooth Nonconvex Stochastic Optimization
  3 Jun 2024 0 repositories listed
• A Novel Ranking Scheme for the Performance Analysis of Stochastic Optimization Algorithms using the Principles of Severity
  31 May 2024 0 repositories listed
• Deep Learning for Computing Convergence Rates of Markov Chains
  30 May 2024 0 repositories listed
• Stochastic Optimization Algorithms for Instrumental Variable Regression with Streaming Data
  29 May 2024 0 repositories listed
• Trustworthy DNN Partition for Blockchain-enabled Digital Twin in Wireless IIoT Networks
  28 May 2024 0 repositories listed
• Convergence of SGD with momentum in the nonconvex case: A time window-based analysis
  27 May 2024 0 repositories listed
• Learning with User-Level Local Differential Privacy
  27 May 2024 0 repositories listed
• GeoAdaLer: Geometric Insights into Adaptive Stochastic Gradient Descent Algorithms
  25 May 2024 0 repositories listed
• Derivatives of Stochastic Gradient Descent in parametric optimization
  24 May 2024 0 repositories listed
• Lower Bound on the Greedy Approximation Ratio for Adaptive Submodular Cover
  23 May 2024 0 repositories listed
• Efficiently Training Deep-Learning Parametric Policies using Lagrangian Duality
  23 May 2024 0 repositories listed
• Riemannian Bilevel Optimization
  22 May 2024 0 repositories listed
• A Functional Model Method for Nonconvex Nonsmooth Conditional Stochastic Optimization
  17 May 2024 0 repositories listed
• Asynchronous Federated Stochastic Optimization for Heterogeneous Objectives Under Arbitrary Delays
  16 May 2024 0 repositories listed
• Subgradient Selection Convergence Implies Uniform Subdifferential Set Convergence: And Other Tight Convergences Rates in Stochastic Convex Composite Minimization
  16 May 2024 0 repositories listed
• Fast Stochastic Policy Gradient: Negative Momentum for Reinforcement Learning
  8 May 2024 0 repositories listed
• A Full Adagrad algorithm with O(Nd) operations
  3 May 2024 0 repositories listed
• Distributed Stochastic Optimization of a Neural Representation Network for Time-Space Tomography Reconstruction
  29 Apr 2024 0 repositories listed
• Research on OPF control of three-phase four-wire low-voltage distribution network considering uncertainty
  24 Apr 2024 0 repositories listed
• Advancing Forest Fire Prevention: Deep Reinforcement Learning for Effective Firebreak Placement
  12 Apr 2024 0 repositories listed
• Decision Transformers for Wireless Communications: A New Paradigm of Resource Management
  8 Apr 2024 0 repositories listed
• Transformer-based Stagewise Decomposition for Large-Scale Multistage Stochastic Optimization
  3 Apr 2024 0 repositories listed
• Accelerated Parameter-Free Stochastic Optimization
  31 Mar 2024 0 repositories listed
• Beyond Suspension: A Two-phase Methodology for Concluding Sports Leagues
  29 Mar 2024 0 repositories listed
• Taming the Interacting Particle Langevin Algorithm: The Superlinear case
  28 Mar 2024 0 repositories listed
• Differentially Private Distributed Nonconvex Stochastic Optimization with Quantized Communication
  27 Mar 2024 0 repositories listed
• DASA: Delay-Adaptive Multi-Agent Stochastic Approximation
  25 Mar 2024 0 repositories listed
• Stochastic Optimization with Constraints: A Non-asymptotic Instance-Dependent Analysis
  24 Mar 2024 0 repositories listed
• A learning-based solution approach to the application placement problem in mobile edge computing under uncertainty
  17 Mar 2024 0 repositories listed
• An Adaptive Cost-Sensitive Learning and Recursive Denoising Framework for Imbalanced SVM Classification
  13 Mar 2024 0 repositories listed
• Provable Mutual Benefits from Federated Learning in Privacy-Sensitive Domains
  11 Mar 2024 0 repositories listed
• Streamlining in the Riemannian Realm: Efficient Riemannian Optimization with Loopless Variance Reduction
  11 Mar 2024 0 repositories listed
• Fill-and-Spill: Deep Reinforcement Learning Policy Gradient Methods for Reservoir Operation Decision and Control
  7 Mar 2024 0 repositories listed
• Public-data Assisted Private Stochastic Optimization: Power and Limitations
  6 Mar 2024 0 repositories listed
• A General Reduction for High-Probability Analysis with General Light-Tailed Distributions
  5 Mar 2024 0 repositories listed
• SOFIM: Stochastic Optimization Using Regularized Fisher Information Matrix
  5 Mar 2024 0 repositories listed
• Beyond Single-Model Views for Deep Learning: Optimization versus Generalizability of Stochastic Optimization Algorithms
  1 Mar 2024 0 repositories listed
• Higher order measures of risk and stochastic dominance
  23 Feb 2024 0 repositories listed
• Parameter-Free Algorithms for Performative Regret Minimization under Decision-Dependent Distributions
  23 Feb 2024 0 repositories listed
• Enhancing Rolling Horizon Production Planning Through Stochastic Optimization Evaluated by Means of Simulation
  22 Feb 2024 0 repositories listed
• SGD with Clipping is Secretly Estimating the Median Gradient
  20 Feb 2024 0 repositories listed
• Surpassing legacy approaches to PWR core reload optimization with single-objective Reinforcement learning
  16 Feb 2024 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.