Browse State-of-the-Art › Stochastic Optimization › Papers, page 7

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 7 of 14: papers 601 to 700 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.

• Sample Average Approximation for Black-Box VI
  13 Apr 2023 0 repositories listed
• Gradient Sparsification for Efficient Wireless Federated Learning with Differential Privacy
  9 Apr 2023 0 repositories listed
• μ²-SGD: Stable Stochastic Optimization via a Double Momentum Mechanism
  9 Apr 2023 0 repositories listed
• A Computational Efficient Pumped Storage Hydro Optimization in the Look-ahead Unit Commitment and Real-time Market Dispatch Under Uncertainty
  7 Apr 2023 0 repositories listed
• Optimal Semantic-aware Sampling and Transmission in Energy Harvesting Systems Through the AoII
  3 Apr 2023 0 repositories listed
• Numerical Methods for Convex Multistage Stochastic Optimization
  28 Mar 2023 0 repositories listed
• Stochastic Nonsmooth Convex Optimization with Heavy-Tailed Noises: High-Probability Bound, In-Expectation Rate and Initial Distance Adaptation
  22 Mar 2023 0 repositories listed
• Convergence Analysis of Stochastic Gradient Descent with MCMC Estimators
  19 Mar 2023 0 repositories listed
• Multistage Stochastic Optimization via Kernels
  11 Mar 2023 0 repositories listed
• Joint Optimization of Production and Maintenance in Offshore Wind Farms: Balancing the Short- and Long-Term Needs of Wind Energy Operation
  10 Mar 2023 0 repositories listed
• Can occupant behaviors affect urban energy planning? Distributed stochastic optimization for energy communities
  6 Mar 2023 0 repositories listed
• An adaptive volatility method for probabilistic forecasting and its application to the M6 financial forecasting competition
  3 Mar 2023 0 repositories listed
• A Deep Learning Perspective on Network Routing
  1 Mar 2023 0 repositories listed
• Non asymptotic analysis of Adaptive stochastic gradient algorithms and applications
  1 Mar 2023 0 repositories listed
• Differentially Private Algorithms for the Stochastic Saddle Point Problem with Optimal Rates for the Strong Gap
  24 Feb 2023 0 repositories listed
• On Statistical Properties of Sharpness-Aware Minimization: Provable Guarantees
  23 Feb 2023 0 repositories listed
• SGD with AdaGrad Stepsizes: Full Adaptivity with High Probability to Unknown Parameters, Unbounded Gradients and Affine Variance
  17 Feb 2023 0 repositories listed
• Graph Neural Networks over the Air for Decentralized Tasks in Wireless Networks
  16 Feb 2023 0 repositories listed
• Genetic multi-armed bandits: a reinforcement learning approach for discrete optimization via simulation
  15 Feb 2023 0 repositories listed
• Breaking the Lower Bound with (Little) Structure: Acceleration in Non-Convex Stochastic Optimization with Heavy-Tailed Noise
  14 Feb 2023 0 repositories listed
• Near-Optimal Non-Convex Stochastic Optimization under Generalized Smoothness
  13 Feb 2023 0 repositories listed
• Improved Langevin Monte Carlo for stochastic optimization via landscape modification
  8 Feb 2023 0 repositories listed
• Network-Aided Intelligent Traffic Steering in 6G O-RAN: A Multi-Layer Optimization Framework
  6 Feb 2023 0 repositories listed
• Constrained Online Two-stage Stochastic Optimization: Near Optimal Algorithms via Adversarial Learning
  2 Feb 2023 0 repositories listed
• High-Probability Bounds for Stochastic Optimization and Variational Inequalities: the Case of Unbounded Variance
  2 Feb 2023 0 repositories listed
• Distributed Stochastic Optimization under a General Variance Condition
  30 Jan 2023 0 repositories listed
• Online Kernel Sliced Inverse Regression
  23 Jan 2023 0 repositories listed
• A Communication-Efficient Adaptive Algorithm for Federated Learning under Cumulative Regret
  21 Jan 2023 0 repositories listed
• Faster Gradient-Free Algorithms for Nonsmooth Nonconvex Stochastic Optimization
  16 Jan 2023 0 repositories listed
• Calibrated Data-Dependent Constraints with Exact Satisfaction Guarantees
  15 Jan 2023 0 repositories listed
• Sharper Analysis for Minibatch Stochastic Proximal Point Methods: Stability, Smoothness, and Deviation
  9 Jan 2023 0 repositories listed
• Multi-Objective Planning of Community Energy Storage Systems Under Uncertainty
  4 Jan 2023 0 repositories listed
• Machine Learning for Large-Scale Optimization in 6G Wireless Networks
  3 Jan 2023 0 repositories listed
• Temporal Difference Learning with Compressed Updates: Error-Feedback meets Reinforcement Learning
  3 Jan 2023 0 repositories listed
• A Sequential Quadratic Programming Method with High Probability Complexity Bounds for Nonlinear Equality Constrained Stochastic Optimization
  1 Jan 2023 0 repositories listed
• Cost-Effective Two-Stage Network Slicing for Edge-Cloud Orchestrated Vehicular Networks
  31 Dec 2022 0 repositories listed
• Learning When to Use Adaptive Adversarial Image Perturbations against Autonomous Vehicles
  28 Dec 2022 0 repositories listed
• Trial-Based Dominance Enables Non-Parametric Tests to Compare both the Speed and Accuracy of Stochastic Optimizers
  19 Dec 2022 0 repositories listed
• Support Vector Regression: Risk Quadrangle Framework
  18 Dec 2022 0 repositories listed
• Federated Learning with Flexible Control
  16 Dec 2022 0 repositories listed
• Huber-energy measure quantization
  15 Dec 2022 0 repositories listed
• Decentralized Stochastic Gradient Descent Ascent for Finite-Sum Minimax Problems
  6 Dec 2022 0 repositories listed
• On the Overlooked Structure of Stochastic Gradients
  5 Dec 2022 0 repositories listed
• Hedging Complexity in Generalization via a Parametric Distributionally Robust Optimization Framework
  3 Dec 2022 0 repositories listed
• Risk-Adaptive Approaches to Stochastic Optimization: A Survey
  1 Dec 2022 0 repositories listed
• Stochastic Steffensen method
  28 Nov 2022 0 repositories listed
• Sensitivity Analyses of Resilience-oriented Risk-averse Active Distribution Systems Planning
  25 Nov 2022 0 repositories listed
• Bandit Algorithms for Prophet Inequality and Pandora's Box
  16 Nov 2022 0 repositories listed
• Scalable PAC-Bayesian Meta-Learning via the PAC-Optimal Hyper-Posterior: From Theory to Practice
  14 Nov 2022 0 repositories listed
• Toward Neural Network Simulation of Variational Quantum Algorithms
  5 Nov 2022 0 repositories listed
• Augmentation Invariant Manifold Learning
  1 Nov 2022 0 repositories listed
• Optimal Complexity in Non-Convex Decentralized Learning over Time-Varying Networks
  1 Nov 2022 0 repositories listed
• Local Model Reconstruction Attacks in Federated Learning and their Uses
  28 Oct 2022 0 repositories listed
• Solving the Schrodinger equation with genetic algorithms: a practical approach
  27 Oct 2022 0 repositories listed
• Federated Learning Using Variance Reduced Stochastic Gradient for Probabilistically Activated Agents
  25 Oct 2022 0 repositories listed
• Decentralized Stochastic Bilevel Optimization with Improved per-Iteration Complexity
  23 Oct 2022 0 repositories listed
• Stochastic Mirror Descent for Large-Scale Sparse Recovery
  23 Oct 2022 0 repositories listed
• FLECS-CGD: A Federated Learning Second-Order Framework via Compression and Sketching with Compressed Gradient Differences
  18 Oct 2022 0 repositories listed
• Hierarchical Policy Blending as Inference for Reactive Robot Control
  14 Oct 2022 0 repositories listed
• A General Stochastic Optimization Framework for Convergence Bidding
  12 Oct 2022 0 repositories listed
• Divergence Results and Convergence of a Variance Reduced Version of ADAM
  11 Oct 2022 0 repositories listed
• On Adaptivity in Non-stationary Stochastic Optimization With Bandit Feedback
  11 Oct 2022 0 repositories listed
• Zero-Order One-Point Estimate with Distributed Stochastic Gradient-Tracking Technique
  11 Oct 2022 0 repositories listed
• Zeroth-Order Hard-Thresholding: Gradient Error vs. Expansivity
  11 Oct 2022 0 repositories listed
• Stochastic optimization on matrices and a graphon McKean-Vlasov limit
  2 Oct 2022 0 repositories listed
• META-STORM: Generalized Fully-Adaptive Variance Reduced SGD for Unbounded Functions
  29 Sep 2022 0 repositories listed
• Two-Tailed Averaging: Anytime, Adaptive, Once-in-a-While Optimal Weight Averaging for Better Generalization
  26 Sep 2022 0 repositories listed
• Stochastic Optimization of 3D Non-Cartesian Sampling Trajectory (SNOPY)
  22 Sep 2022 0 repositories listed
• On the Theoretical Properties of Noise Correlation in Stochastic Optimization
  19 Sep 2022 0 repositories listed
• Efficiency Ordering of Stochastic Gradient Descent
  15 Sep 2022 0 repositories listed
• Private Stochastic Optimization With Large Worst-Case Lipschitz Parameter
  15 Sep 2022 0 repositories listed
• A risk measurement approach from risk-averse stochastic optimization of score functions
  31 Aug 2022 0 repositories listed
• Practical Operator Sketching Framework for Accelerating Iterative Data-Driven Solutions in Inverse Problems
  31 Aug 2022 0 repositories listed
• Minimum Cost Adaptive Submodular Cover
  17 Aug 2022 0 repositories listed
• ALS: Augmented Lagrangian Sketching Methods for Linear Systems
  12 Aug 2022 0 repositories listed
• Adaptive Learning Rates for Faster Stochastic Gradient Methods
  10 Aug 2022 0 repositories listed
• Quantization enabled Privacy Protection in Decentralized Stochastic Optimization
  7 Aug 2022 0 repositories listed
• Formal guarantees for heuristic optimization algorithms used in machine learning
  31 Jul 2022 0 repositories listed
• A Gradient Smoothed Functional Algorithm with Truncated Cauchy Random Perturbations for Stochastic Optimization
  30 Jul 2022 0 repositories listed
• Statistical and Computational Trade-offs in Variational Inference: A Case Study in Inferential Model Selection
  22 Jul 2022 0 repositories listed
• Regret Minimization with Noisy Observations
  19 Jul 2022 0 repositories listed
• Risk-averse Stochastic Optimization for Farm Management Practices and Cultivar Selection Under Uncertainty
  17 Jul 2022 0 repositories listed
• Improved Binary Forward Exploration: Learning Rate Scheduling Method for Stochastic Optimization
  9 Jul 2022 0 repositories listed
• Tackling Data Heterogeneity: A New Unified Framework for Decentralized SGD with Sample-induced Topology
  8 Jul 2022 0 repositories listed
• BFE and AdaBFE: A New Approach in Learning Rate Automation for Stochastic Optimization
  6 Jul 2022 0 repositories listed
• Reinforcement Learning Approaches for the Orienteering Problem with Stochastic and Dynamic Release Dates
  2 Jul 2022 0 repositories listed
• Optimal Placement of PV Smart Inverters with Volt-VAr Control in Electric Distribution Systems
  1 Jul 2022 0 repositories listed
• Constrained Stochastic Nonconvex Optimization with State-dependent Markov Data
  22 Jun 2022 0 repositories listed
• Multi-period Optimal Control for Mobile Agents Considering State Unpredictability
  19 Jun 2022 0 repositories listed
• Stability and Generalization of Stochastic Optimization with Nonconvex and Nonsmooth Problems
  14 Jun 2022 0 repositories listed
• A Unified Convergence Theorem for Stochastic Optimization Methods
  8 Jun 2022 0 repositories listed
• Constructing unbiased gradient estimators with finite variance for conditional stochastic optimization
  4 Jun 2022 0 repositories listed
• Algorithmic Stability of Heavy-Tailed Stochastic Gradient Descent on Least Squares
  2 Jun 2022 0 repositories listed
• Faster Rates of Convergence to Stationary Points in Differentially Private Optimization
  2 Jun 2022 0 repositories listed
• Last-iterate convergence analysis of stochastic momentum methods for neural networks
  30 May 2022 0 repositories listed
• Hybrid Offline-Online Design for Reconfigurable Intelligent Surface Aided UAV Communication
  27 May 2022 0 repositories listed
• Contextual Pandora's Box
  26 May 2022 0 repositories listed
• Learning from time-dependent streaming data with online stochastic algorithms
  25 May 2022 0 repositories listed
• Learning-Based sensitivity analysis and feedback design for drug delivery of mixed therapy of cancer in the presence of high model uncertainties
  16 May 2022 0 repositories listed
• Heavy-Tail Phenomenon in Decentralized SGD
  13 May 2022 0 repositories listed