Browse State-of-the-Art › Stochastic Optimization › Papers, page 6

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 6 of 14: papers 501 to 600 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.

• Variance Reduction and Low Sample Complexity in Stochastic Optimization via Proximal Point Method
  14 Feb 2024 0 repositories listed
• Tuning-Free Stochastic Optimization
  12 Feb 2024 0 repositories listed
• Shadowheart SGD: Distributed Asynchronous SGD with Optimal Time Complexity Under Arbitrary Computation and Communication Heterogeneity
  7 Feb 2024 0 repositories listed
• On Convergence of Adam for Stochastic Optimization under Relaxed Assumptions
  6 Feb 2024 0 repositories listed
• How Free is Parameter-Free Stochastic Optimization?
  5 Feb 2024 0 repositories listed
• Delivery Optimized Discovery in Behavioral User Segmentation under Budget Constraint
  4 Feb 2024 0 repositories listed
• Enhancing Stochastic Gradient Descent: A Unified Framework and Novel Acceleration Methods for Faster Convergence
  2 Feb 2024 0 repositories listed
• Continuous-time Riemannian SGD and SVRG Flows on Wasserstein Probabilistic Space
  24 Jan 2024 0 repositories listed
• Learning-assisted Stochastic Capacity Expansion Planning: A Bayesian Optimization Approach
  19 Jan 2024 0 repositories listed
• Accelerating Distributed Stochastic Optimization via Self-Repellent Random Walks
  18 Jan 2024 0 repositories listed
• Central Limit Theorem for Two-Timescale Stochastic Approximation with Markovian Noise: Theory and Applications
  17 Jan 2024 0 repositories listed
• High Confidence Level Inference is Almost Free using Parallel Stochastic Optimization
  17 Jan 2024 0 repositories listed
• Fairness-aware Photovoltaic Generation Limits for Voltage Regulation in Power Distribution Networks using Conservative Linear Approximations
  15 Jan 2024 0 repositories listed
• Online estimation of the inverse of the Hessian for stochastic optimization with application to universal stochastic Newton algorithms
  15 Jan 2024 0 repositories listed
• Study Features via Exploring Distribution Structure
  15 Jan 2024 0 repositories listed
• Spatial-Aware Deep Reinforcement Learning for the Traveling Officer Problem
  11 Jan 2024 0 repositories listed
• Constrained Online Two-stage Stochastic Optimization: Algorithm with (and without) Predictions
  2 Jan 2024 0 repositories listed
• Representation of forward performance criteria with random endowment via FBSDE and application to forward optimized certainty equivalent
  29 Dec 2023 0 repositories listed
• Solving Decision-Dependent Games by Learning from Feedback
  29 Dec 2023 0 repositories listed
• Semi-Bandit Learning for Monotone Stochastic Optimization
  24 Dec 2023 0 repositories listed
• Contextual Reinforcement Learning for Offshore Wind Farm Bidding
  18 Dec 2023 0 repositories listed
• Solving Dense Linear Systems Faster Than via Preconditioning
  14 Dec 2023 0 repositories listed
• Onflow: an online portfolio allocation algorithm
  8 Dec 2023 0 repositories listed
• Stochastic-Constrained Stochastic Optimization with Markovian Data
  7 Dec 2023 0 repositories listed
• A Near-Optimal Single-Loop Stochastic Algorithm for Convex Finite-Sum Coupled Compositional Optimization
  4 Dec 2023 0 repositories listed
• A New Random Reshuffling Method for Nonsmooth Nonconvex Finite-sum Optimization
  2 Dec 2023 0 repositories listed
• Comparison of metaheuristics for the firebreak placement problem: a simulation-based optimization approach
  29 Nov 2023 0 repositories listed
• Adaptive Step Sizes for Preconditioned Stochastic Gradient Descent
  28 Nov 2023 0 repositories listed
• Applying statistical learning theory to deep learning
  26 Nov 2023 0 repositories listed
• Low-Complexity Joint Beamforming for RIS-Assisted MU-MISO Systems Based on Model-Driven Deep Learning
  26 Nov 2023 0 repositories listed
• Locally Optimal Descent for Dynamic Stepsize Scheduling
  23 Nov 2023 0 repositories listed
• Adaptive Shells for Efficient Neural Radiance Field Rendering
  16 Nov 2023 0 repositories listed
• Outliers with Opposing Signals Have an Outsized Effect on Neural Network Optimization
  7 Nov 2023 0 repositories listed
• Online Learning Quantum States with the Logarithmic Loss via VB-FTRL
  6 Nov 2023 0 repositories listed
• Safe Collective Control under Noisy Inputs and Competing Constraints via Non-Smooth Barrier Functions
  6 Nov 2023 0 repositories listed
• Riemannian stochastic optimization methods avoid strict saddle points
  4 Nov 2023 0 repositories listed
• A Coreset-based, Tempered Variational Posterior for Accurate and Scalable Stochastic Gaussian Process Inference
  2 Nov 2023 0 repositories listed
• Dealing with Structure Constraints in Evolutionary Pareto Set Learning
  31 Oct 2023 0 repositories listed
• ROM-Based Stochastic Optimization for a Continuous Manufacturing Process
  24 Oct 2023 0 repositories listed
• Sensor Attacks and Resilient Defense on HVAC Systems for Energy Market Signal Tracking
  24 Oct 2023 0 repositories listed
• Nonlinear Filtering with Brenier Optimal Transport Maps
  21 Oct 2023 0 repositories listed
• Differentially Private Distributed Stochastic Optimization with Time-Varying Sample Sizes
  18 Oct 2023 0 repositories listed
• Stochastic Optimization for Non-convex Problem with Inexact Hessian Matrix, Gradient, and Function
  18 Oct 2023 0 repositories listed
• Resampling Stochastic Gradient Descent Cheaply for Efficient Uncertainty Quantification
  17 Oct 2023 0 repositories listed
• Eco-Driving Control of Connected and Automated Vehicles using Neural Network based Rollout
  16 Oct 2023 0 repositories listed
• Differentially Private Non-convex Learning for Multi-layer Neural Networks
  12 Oct 2023 0 repositories listed
• Achieving Linear Speedup with ProxSkip in Distributed Stochastic Optimization
  12 Oct 2023 0 repositories listed
• Federated Conditional Stochastic Optimization
  4 Oct 2023 0 repositories listed
• Robust Nonparametric Hypothesis Testing to Understand Variability in Training Neural Networks
  1 Oct 2023 0 repositories listed
• Robust Stochastic Optimization via Gradient Quantile Clipping
  29 Sep 2023 0 repositories listed
• Markov Chain Mirror Descent On Data Federation
  26 Sep 2023 0 repositories listed
• Zeroth-order Riemannian Averaging Stochastic Approximation Algorithms
  25 Sep 2023 0 repositories listed
• Distributionally Time-Varying Online Stochastic Optimization under Polyak-Łojasiewicz Condition with Application in Conditional Value-at-Risk Statistical Learning
  18 Sep 2023 0 repositories listed
• A Stochastic Online Forecast-and-Optimize Framework for Real-Time Energy Dispatch in Virtual Power Plants under Uncertainty
  15 Sep 2023 0 repositories listed
• Stochastic Learning of Semiparametric Monotone Index Models with Large Sample Size
  13 Sep 2023 0 repositories listed
• Backward error analysis and the qualitative behaviour of stochastic optimization algorithms: Application to stochastic coordinate descent
  5 Sep 2023 0 repositories listed
• A Unified Analysis on the Subgradient Upper Bounds for the Subgradient Methods Minimizing Composite Nonconvex, Nonsmooth and Non-Lipschitz Functions
  30 Aug 2023 0 repositories listed
• A Homogenization Approach for Gradient-Dominated Stochastic Optimization
  21 Aug 2023 0 repositories listed
• Adaptive pruning-based Newton's method for distributed learning
  20 Aug 2023 0 repositories listed
• Stochastic Optimization of Coupled Power Distribution-Urban Transportation Network Operations with Autonomous Mobility on Demand Systems
  20 Aug 2023 0 repositories listed
• Faster Stochastic Variance Reduction Methods for Compositional MiniMax Optimization
  18 Aug 2023 0 repositories listed
• Path convergence of Markov chains on large graphs
  18 Aug 2023 0 repositories listed
• Byzantine-Robust Decentralized Stochastic Optimization with Stochastic Gradient Noise-Independent Learning Error
  10 Aug 2023 0 repositories listed
• Accurate Neural Network Pruning Requires Rethinking Sparse Optimization
  3 Aug 2023 0 repositories listed
• Proactive Resource Request for Disaster Response: A Deep Learning-based Optimization Model
  31 Jul 2023 0 repositories listed
• Stochastic Flight Plan Optimization
  27 Jul 2023 0 repositories listed
• The Marginal Value of Momentum for Small Learning Rate SGD
  27 Jul 2023 0 repositories listed
• High Probability Analysis for Non-Convex Stochastic Optimization with Clipping
  25 Jul 2023 0 repositories listed
• mL-BFGS: A Momentum-based L-BFGS for Distributed Large-Scale Neural Network Optimization
  25 Jul 2023 0 repositories listed
• Convergence of Adam for Non-convex Objectives: Relaxed Hyperparameters and Non-ergodic Case
  20 Jul 2023 0 repositories listed
• Accelerating Cutting-Plane Algorithms via Reinforcement Learning Surrogates
  17 Jul 2023 0 repositories listed
• Min-Max Optimization under Delays
  13 Jul 2023 0 repositories listed
• Score Function Gradient Estimation to Widen the Applicability of Decision-Focused Learning
  11 Jul 2023 0 repositories listed
• An Algorithm with Optimal Dimension-Dependence for Zero-Order Nonsmooth Nonconvex Stochastic Optimization
  10 Jul 2023 0 repositories listed
• Importance Sampling for Minimization of Tail Risks: A Tutorial
  10 Jul 2023 0 repositories listed
• Scenario Based Cost Optimization of Water Distribution Networks Powered by Grid-Connected Photovoltaic Systems
  3 Jul 2023 0 repositories listed
• Uncertainty Informed Optimal Resource Allocation with Gaussian Process based Bayesian Inference
  30 Jun 2023 0 repositories listed
• Adaptive Strategies in Non-convex Optimization
  17 Jun 2023 0 repositories listed
• On the Computation-Communication Trade-Off with A Flexible Gradient Tracking Approach
  12 Jun 2023 0 repositories listed
• Buying Information for Stochastic Optimization
  6 Jun 2023 0 repositories listed
• Branching model with state dependent offspring distribution for Chlamydia spread
  5 Jun 2023 0 repositories listed
• Prescriptive PCA: Dimensionality Reduction for Two-stage Stochastic Optimization
  4 Jun 2023 0 repositories listed
• Provable convergence guarantees for black-box variational inference
  4 Jun 2023 0 repositories listed
• Parameter-free projected gradient descent
  31 May 2023 0 repositories listed
• Stochastic Model Predictive Control with Dynamic Chance Constraints
  30 May 2023 0 repositories listed
• First Order Methods with Markovian Noise: from Acceleration to Variational Inequalities
  25 May 2023 0 repositories listed
• Momentum Provably Improves Error Feedback!
  24 May 2023 0 repositories listed
• Offline Primal-Dual Reinforcement Learning for Linear MDPs
  22 May 2023 0 repositories listed
• Uniform-in-Time Wasserstein Stability Bounds for (Noisy) Stochastic Gradient Descent
  20 May 2023 0 repositories listed
• Constrained Environment Optimization for Prioritized Multi-Agent Navigation
  18 May 2023 0 repositories listed
• Lyapunov-Driven Deep Reinforcement Learning for Edge Inference Empowered by Reconfigurable Intelligent Surfaces
  18 May 2023 0 repositories listed
• Towards Understanding the Generalization of Graph Neural Networks
  14 May 2023 0 repositories listed
• Lower Bounds and Accelerated Algorithms in Distributed Stochastic Optimization with Communication Compression
  12 May 2023 0 repositories listed
• Assessment of Reinforcement Learning Algorithms for Nuclear Power Plant Fuel Optimization
  9 May 2023 0 repositories listed
• UAdam: Unified Adam-Type Algorithmic Framework for Non-Convex Stochastic Optimization
  9 May 2023 0 repositories listed
• Projection-Free Online Convex Optimization with Stochastic Constraints
  2 May 2023 0 repositories listed
• Stochastic MPC for energy hubs using data driven demand forecasting
  24 Apr 2023 0 repositories listed
• Near-Optimal Decentralized Momentum Method for Nonconvex-PL Minimax Problems
  21 Apr 2023 0 repositories listed
• Debiasing Conditional Stochastic Optimization
  20 Apr 2023 0 repositories listed
• MAC, a novel stochastic optimization method
  14 Apr 2023 0 repositories listed