Browse State-of-the-Art › Stochastic Optimization › Papers, page 8

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 8 of 14: papers 701 to 800 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.

• Decentralized Stochastic Optimization with Inherent Privacy Protection
  8 May 2022 0 repositories listed
• Estimation and Inference by Stochastic Optimization
  6 May 2022 0 repositories listed
• Towards QD-suite: developing a set of benchmarks for Quality-Diversity algorithms
  6 May 2022 0 repositories listed
• Gradient Descent, Stochastic Optimization, and Other Tales
  2 May 2022 0 repositories listed
• Energy-Efficient Dynamic Edge Computing with Electromagnetic Field Exposure Constraints
  27 Apr 2022 0 repositories listed
• Streaming Algorithms for High-Dimensional Robust Statistics
  26 Apr 2022 0 repositories listed
• On Arbitrary Compression for Decentralized Consensus and Stochastic Optimization over Directed Networks
  18 Apr 2022 0 repositories listed
• Evolutionary Algorithms for Limiting the Effect of Uncertainty for the Knapsack Problem with Stochastic Profits
  12 Apr 2022 0 repositories listed
• Rockafellian Relaxation and Stochastic Optimization under Perturbations
  10 Apr 2022 0 repositories listed
• Distributed Evolution Strategies for Black-box Stochastic Optimization
  9 Apr 2022 0 repositories listed
• Nonlinear gradient mappings and stochastic optimization: A general framework with applications to heavy-tail noise
  6 Apr 2022 0 repositories listed
• AdaSmooth: An Adaptive Learning Rate Method based on Effective Ratio
  2 Apr 2022 0 repositories listed
• Data Sampling Affects the Complexity of Online SGD over Dependent Data
  31 Mar 2022 0 repositories listed
• Optimal Management of a Smart Port with Shore-Connection and Hydrogen Supplying by Stochastic Model Predictive Control
  31 Mar 2022 0 repositories listed
• Two-timescale Resource Allocation for Automated Networks in IIoT
  24 Mar 2022 0 repositories listed
• A Local Convergence Theory for the Stochastic Gradient Descent Method in Non-Convex Optimization With Non-isolated Local Minima
  21 Mar 2022 0 repositories listed
• Implicit Parameter-free Online Learning with Truncated Linear Models
  19 Mar 2022 0 repositories listed
• Accelerating Stochastic Probabilistic Inference
  15 Mar 2022 0 repositories listed
• The Role of Local Steps in Local SGD
  14 Mar 2022 0 repositories listed
• A Machine Learning Approach for Prosumer Management in Intraday Electricity Markets
  11 Mar 2022 0 repositories listed
• Minimizing the AoI in Resource-Constrained Multi-Source Relaying Systems: Dynamic and Learning-based Scheduling
  10 Mar 2022 0 repositories listed
• False Data Injection Attack on Electric Vehicle-Assisted Voltage Regulation
  9 Mar 2022 0 repositories listed
• Unsupervised Alignment of Distributional Word Embeddings
  9 Mar 2022 0 repositories listed
• Robust Modeling of Unknown Dynamical Systems via Ensemble Averaged Learning
  7 Mar 2022 0 repositories listed
• Goal-Oriented Communication for Edge Learning based on the Information Bottleneck
  25 Feb 2022 0 repositories listed
• Learning to Schedule Heuristics for the Simultaneous Stochastic Optimization of Mining Complexes
  25 Feb 2022 0 repositories listed
• Finite-Sum Coupled Compositional Stochastic Optimization: Theory and Applications
  24 Feb 2022 0 repositories listed
• Temporal Difference Learning with Continuous Time and State in the Stochastic Setting
  16 Feb 2022 0 repositories listed
• Surgical Scheduling via Optimization and Machine Learning with Long-Tailed Data
  13 Feb 2022 0 repositories listed
• Online Learning for Min Sum Set Cover and Pandora's Box
  10 Feb 2022 0 repositories listed
• Energy Efficiency and Delay Tradeoff in an MEC-Enabled Mobile IoT Network
  8 Feb 2022 0 repositories listed
• Variance reduced stochastic optimization over directed graphs with row and column stochastic weights
  7 Feb 2022 0 repositories listed
• Stochastic Gradient Descent with Dependent Data for Offline Reinforcement Learning
  6 Feb 2022 0 repositories listed
• Variational Nearest Neighbor Gaussian Process
  3 Feb 2022 0 repositories listed
• On the Convergence of mSGD and AdaGrad for Stochastic Optimization
  26 Jan 2022 0 repositories listed
• Communication-Efficient Device Scheduling for Federated Learning Using Stochastic Optimization
  19 Jan 2022 0 repositories listed
• DISTRIBUTIONALLY ROBUST NEURAL NETWORKS FOR GROUP SHIFTS ON THE IMPORTANCE OF REGULARIZATION FOR WORST-CASE GENERALIZATION
  17 Jan 2022 0 repositories listed
• Stochastic Autograd
  17 Jan 2022 0 repositories listed
• Consistent Approximations in Composite Optimization
  13 Jan 2022 0 repositories listed
• Opportunities of Hybrid Model-based Reinforcement Learning for Cell Therapy Manufacturing Process Control
  10 Jan 2022 0 repositories listed
• Coordinated Day-ahead Dispatch of Multiple Power Distribution Grids hosting Stochastic Resources: An ADMM-based Framework
  10 Jan 2022 0 repositories listed
• Decentralized Multi-Task Stochastic Optimization With Compressed Communications
  23 Dec 2021 0 repositories listed
• Dynamic Edge Computing empowered by Reconfigurable Intelligent Surfaces
  21 Dec 2021 0 repositories listed
• Distributed and Stochastic Optimization Methods with Gradient Compression and Local Steps
  20 Dec 2021 0 repositories listed
• Correlated Product of Experts for Sparse Gaussian Process Regression
  17 Dec 2021 0 repositories listed
• Mathematical models of COVID-19 spread
  10 Dec 2021 0 repositories listed
• A Continuous-time Stochastic Gradient Descent Method for Continuous Data
  7 Dec 2021 0 repositories listed
• Convergence of adaptive algorithms for constrained weakly convex optimization
  1 Dec 2021 0 repositories listed
• Neural Stochastic Dual Dynamic Programming
  1 Dec 2021 0 repositories listed
• On the Bias-Variance-Cost Tradeoff of Stochastic Optimization
  1 Dec 2021 0 repositories listed
• Taming Communication and Sample Complexities in Decentralized Policy Evaluation for Cooperative Multi-Agent Reinforcement Learning
  1 Dec 2021 0 repositories listed
• Test-Time Classifier Adjustment Module for Model-Agnostic Domain Generalization
  1 Dec 2021 0 repositories listed
• Adaptive First- and Second-Order Algorithms for Large-Scale Machine Learning
  29 Nov 2021 0 repositories listed
• Distributed Policy Gradient with Variance Reduction in Multi-Agent Reinforcement Learning
  25 Nov 2021 0 repositories listed
• Learning to Schedule Heuristics for the Simultaneous Stochastic Optimization of Mining Complexes
  24 Nov 2021 0 repositories listed
• PredProp: Bidirectional Stochastic Optimization with Precision Weighted Predictive Coding
  16 Nov 2021 0 repositories listed
• Efficient Projection-Free Online Convex Optimization with Membership Oracle
  10 Nov 2021 0 repositories listed
• Does Momentum Help? A Sample Complexity Analysis
  29 Oct 2021 0 repositories listed
• Fair Incentives for Repeated Engagement
  28 Oct 2021 0 repositories listed
• Fast Distributed Stochastic Scheduling for A Multi-Energy Industrial Park
  27 Oct 2021 0 repositories listed
• Predictive machine learning for prescriptive applications: a coupled training-validating approach
  22 Oct 2021 0 repositories listed
• Projection-Free Algorithm for Stochastic Bi-level Optimization
  22 Oct 2021 0 repositories listed
• Variational Wasserstein Barycenters with c-Cyclical Monotonicity
  22 Oct 2021 0 repositories listed
• Stochastic Learning Rate Optimization in the Stochastic Approximation and Online Learning Settings
  20 Oct 2021 0 repositories listed
• Multilevel Stochastic Optimization for Imputation in Massive Medical Data Records
  19 Oct 2021 0 repositories listed
• A Q-Learning-based Approach for Distributed Beam Scheduling in mmWave Networks
  17 Oct 2021 0 repositories listed
• Nys-Newton: Nyström-Approximated Curvature for Stochastic Optimization
  16 Oct 2021 0 repositories listed
• Robust Generalized Method of Moments: A Finite Sample Viewpoint
  6 Oct 2021 0 repositories listed
• KKT Conditions, First-Order and Second-Order Optimization, and Distributed Optimization: Tutorial and Survey
  5 Oct 2021 0 repositories listed
• Global Convergence and Stability of Stochastic Gradient Descent
  4 Oct 2021 0 repositories listed
• Stochastic Anderson Mixing for Nonconvex Stochastic Optimization
  4 Oct 2021 0 repositories listed
• A Class of Short-term Recurrence Anderson Mixing Methods and Their Applications
  29 Sep 2021 0 repositories listed
• A Two-Time-Scale Stochastic Optimization Framework with Applications in Control and Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Compositional Training for End-to-End Deep AUC Maximization
  29 Sep 2021 0 repositories listed
• How to Improve Sample Complexity of SGD over Highly Dependent Data?
  29 Sep 2021 0 repositories listed
• Learning to Schedule Learning rate with Graph Neural Networks
  29 Sep 2021 0 repositories listed
• Neural Markov Controlled SDE: Stochastic Optimization for Continuous-Time Data
  29 Sep 2021 0 repositories listed
• SGDEM: stochastic gradient descent with energy and momentum
  29 Sep 2021 0 repositories listed
• Adaptive Sampling Quasi-Newton Methods for Zeroth-Order Stochastic Optimization
  24 Sep 2021 0 repositories listed
• On the equivalence of different adaptive batch size selection strategies for stochastic gradient descent methods
  22 Sep 2021 0 repositories listed
• Minimizing AoI in Resource-Constrained Multi-Source Relaying Systems with Stochastic Arrivals
  10 Sep 2021 0 repositories listed
• Urban Fire Station Location Planning using Predicted Demand and Service Quality Index
  5 Sep 2021 0 repositories listed
• Application of Monte Carlo Stochastic Optimization (MOST) to Deep Learning
  2 Sep 2021 0 repositories listed
• The Minimax Complexity of Distributed Optimization
  1 Sep 2021 0 repositories listed
• Approximating Pandora's Box with Correlations
  30 Aug 2021 0 repositories listed
• Deep learning based dictionary learning and tomographic image reconstruction
  26 Aug 2021 0 repositories listed
• Heavy-tailed Streaming Statistical Estimation
  25 Aug 2021 0 repositories listed
• Sequential Stochastic Optimization in Separable Learning Environments
  21 Aug 2021 0 repositories listed
• Low-Complexity Algorithm for Restless Bandits with Imperfect Observations
  9 Aug 2021 0 repositories listed
• Stochastic Subgradient Descent Escapes Active Strict Saddles on Weakly Convex Functions
  4 Aug 2021 0 repositories listed
• Generalization Bounds using Lower Tail Exponents in Stochastic Optimizers
  2 Aug 2021 0 repositories listed
• A survey of Monte Carlo methods for noisy and costly densities with application to reinforcement learning and ABC
  1 Aug 2021 0 repositories listed
• Performance assessment and tuning of PID control using TLBO: the single-loop case and PI/P cascade case
  31 Jul 2021 0 repositories listed
• Towards a Sustainable Power Grid: Stochastic Hierarchical Planning for High Renewable Integration
  30 Jul 2021 0 repositories listed
• High Dimensional Differentially Private Stochastic Optimization with Heavy-tailed Data
  23 Jul 2021 0 repositories listed
• Differentiable Annealed Importance Sampling and the Perils of Gradient Noise
  21 Jul 2021 0 repositories listed
• Improved Learning Rates for Stochastic Optimization: Two Theoretical Viewpoints
  19 Jul 2021 0 repositories listed
• Renyi Differential Privacy of the Subsampled Shuffle Model in Distributed Learning
  19 Jul 2021 0 repositories listed
• Differentially Private Stochastic Optimization: New Results in Convex and Non-Convex Settings
  12 Jul 2021 0 repositories listed
• KOALA: A Kalman Optimization Algorithm with Loss Adaptivity
  7 Jul 2021 0 repositories listed