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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 12 of 14: papers 1,101 to 1,200 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.

• Uniform-in-Time Weak Error Analysis for Stochastic Gradient Descent Algorithms via Diffusion Approximation
  2 Feb 2019 0 repositories listed
• Multilevel Monte Carlo Variational Inference
  1 Feb 2019 0 repositories listed
• Sharp Analysis for Nonconvex SGD Escaping from Saddle Points
  1 Feb 2019 0 repositories listed
• Estimate Sequences for Stochastic Composite Optimization: Variance Reduction, Acceleration, and Robustness to Noise
  25 Jan 2019 0 repositories listed
• New nonasymptotic convergence rates of stochastic proximal pointalgorithm for convex optimization problems
  22 Jan 2019 0 repositories listed
• Block-Randomized Stochastic Proximal Gradient for Low-Rank Tensor Factorization
  16 Jan 2019 0 repositories listed
• Stochastic Approximation Algorithms for Principal Component Analysis
  7 Jan 2019 0 repositories listed
• Latent Dirichlet Allocation in Generative Adversarial Networks
  17 Dec 2018 0 repositories listed
• Stochastic Gradient Descent for Spectral Embedding with Implicit Orthogonality Constraint
  13 Dec 2018 0 repositories listed
• On stochastic gradient Langevin dynamics with dependent data streams in the logconcave case
  6 Dec 2018 0 repositories listed
• On Uncensored Mean First-Passage-Time Performance Experiments with Multiwalk in ℝᵖ: a New Stochastic Optimization Algorithm
  6 Dec 2018 0 repositories listed
• Stochastic Model Pruning via Weight Dropping Away and Back
  5 Dec 2018 0 repositories listed
• Bandit Learning in Concave N-Person Games
  1 Dec 2018 0 repositories listed
• SPIDER: Near-Optimal Non-Convex Optimization via Stochastic Path-Integrated Differential Estimator
  1 Dec 2018 0 repositories listed
• Third-order Smoothness Helps: Faster Stochastic Optimization Algorithms for Finding Local Minima
  1 Dec 2018 0 repositories listed
• Zeroth-order (Non)-Convex Stochastic Optimization via Conditional Gradient and Gradient Updates
  1 Dec 2018 0 repositories listed
• Stochastic Optimization for DC Functions and Non-smooth Non-convex Regularizers with Non-asymptotic Convergence
  28 Nov 2018 0 repositories listed
• Dissimilarity Coefficient based Weakly Supervised Object Detection
  25 Nov 2018 0 repositories listed
• Inexact SARAH Algorithm for Stochastic Optimization
  25 Nov 2018 0 repositories listed
• A Sufficient Condition for Convergences of Adam and RMSProp
  23 Nov 2018 0 repositories listed
• Parallel sequential Monte Carlo for stochastic gradient-free nonconvex optimization
  23 Nov 2018 0 repositories listed
• Physics-aware Deep Generative Models for Creating Synthetic Microstructures
  21 Nov 2018 0 repositories listed
• R-SPIDER: A Fast Riemannian Stochastic Optimization Algorithm with Curvature Independent Rate
  10 Nov 2018 0 repositories listed
• Fast determinantal point processes via distortion-free intermediate sampling
  8 Nov 2018 0 repositories listed
• Using Large Ensembles of Control Variates for Variational Inference
  30 Oct 2018 0 repositories listed
• Learning Models with Uniform Performance via Distributionally Robust Optimization
  20 Oct 2018 0 repositories listed
• Graphical Convergence of Subgradients in Nonconvex Optimization and Learning
  17 Oct 2018 0 repositories listed
• Towards Gradient Free and Projection Free Stochastic Optimization
  8 Oct 2018 0 repositories listed
• Convergence and Dynamical Behavior of the ADAM Algorithm for Non-Convex Stochastic Optimization
  4 Oct 2018 0 repositories listed
• Bandit learning in concave N-person games
  3 Oct 2018 0 repositories listed
• Privacy-preserving Stochastic Gradual Learning
  30 Sep 2018 0 repositories listed
• Exploring Curvature Noise in Large-Batch Stochastic Optimization
  27 Sep 2018 0 repositories listed
• Fast Stochastic Algorithms for Low-rank and Nonsmooth Matrix Problems
  27 Sep 2018 0 repositories listed
• Asynchronous decentralized accelerated stochastic gradient descent
  24 Sep 2018 0 repositories listed
• Pricing American Options by Exercise Rate Optimization
  19 Sep 2018 0 repositories listed
• Optimal Matrix Momentum Stochastic Approximation and Applications to Q-learning
  17 Sep 2018 0 repositories listed
• Zeroth-order Nonconvex Stochastic Optimization: Handling Constraints, High-Dimensionality and Saddle-Points
  17 Sep 2018 0 repositories listed
• A Multi-Stage Algorithm for Acoustic Physical Model Parameters Estimation
  14 Sep 2018 0 repositories listed
• Global Convergence of Stochastic Gradient Hamiltonian Monte Carlo for Non-Convex Stochastic Optimization: Non-Asymptotic Performance Bounds and Momentum-Based Acceleration
  12 Sep 2018 0 repositories listed
• Non-Parametric Variational Inference with Graph Convolutional Networks for Gaussian Processes
  8 Sep 2018 0 repositories listed
• Online Adaptive Methods, Universality and Acceleration
  8 Sep 2018 0 repositories listed
• Joint Ground and Aerial Package Delivery Services: A Stochastic Optimization Approach
  14 Aug 2018 0 repositories listed
• A Unified Analysis of AdaGrad with Weighted Aggregation and Momentum Acceleration
  10 Aug 2018 0 repositories listed
• On the Convergence of A Class of Adam-Type Algorithms for Non-Convex Optimization
  8 Aug 2018 0 repositories listed
• Predicting Tactical Solutions to Operational Planning Problems under Imperfect Information
  31 Jul 2018 0 repositories listed
• Deep PDF: Probabilistic Surface Optimization and Density Estimation
  27 Jul 2018 0 repositories listed
• Particle Filtering Methods for Stochastic Optimization with Application to Large-Scale Empirical Risk Minimization
  23 Jul 2018 0 repositories listed
• signProx: One-Bit Proximal Algorithm for Nonconvex Stochastic Optimization
  20 Jul 2018 0 repositories listed
• Online Label Aggregation: A Variational Bayesian Approach
  19 Jul 2018 0 repositories listed
• SPIDER: Near-Optimal Non-Convex Optimization via Stochastic Path Integrated Differential Estimator
  4 Jul 2018 0 repositories listed
• Continuous and Discrete-time Accelerated Stochastic Mirror Descent for Strongly Convex Functions
  1 Jul 2018 0 repositories listed
• Data-driven satisficing measure and ranking
  1 Jul 2018 0 repositories listed
• Stochastic PCA with ℓ₂ and ℓ₁ Regularization
  1 Jul 2018 0 repositories listed
• Stochastic Proximal Algorithms for AUC Maximization
  1 Jul 2018 0 repositories listed
• Direct Acceleration of SAGA using Sampled Negative Momentum
  28 Jun 2018 0 repositories listed
• Finding Local Minima via Stochastic Nested Variance Reduction
  22 Jun 2018 0 repositories listed
• Swarming for Faster Convergence in Stochastic Optimization
  11 Jun 2018 0 repositories listed
• Lightweight Stochastic Optimization for Minimizing Finite Sums with Infinite Data
  8 Jun 2018 0 repositories listed
• Accelerated Randomized Coordinate Descent Algorithms for Stochastic Optimization and Online Learning
  5 Jun 2018 0 repositories listed
• Modeling Realistic Degradations in Non-blind Deconvolution
  4 Jun 2018 0 repositories listed
• Towards Understanding Acceleration Tradeoff between Momentum and Asynchrony in Nonconvex Stochastic Optimization
  4 Jun 2018 0 repositories listed
• Probabilistic Joint Face-Skull Modelling for Facial Reconstruction
  1 Jun 2018 0 repositories listed
• Graph Oracle Models, Lower Bounds, and Gaps for Parallel Stochastic Optimization
  25 May 2018 0 repositories listed
• Learning to Optimize Contextually Constrained Problems for Real-Time Decision-Generation
  23 May 2018 0 repositories listed
• Universal discriminative quantum neural networks
  22 May 2018 0 repositories listed
• Robust 6D Object Pose Estimation with Stochastic Congruent Sets
  16 May 2018 0 repositories listed
• Dyna: A Method of Momentum for Stochastic Optimization
  13 May 2018 0 repositories listed
• Robust Utility Maximization in Discrete-Time Markets with Friction
  10 May 2018 0 repositories listed
• Optimal Virtualization Framework for Cellular Networks with Downlink Rate Coverage Probability Constraints
  26 Apr 2018 0 repositories listed
• Stochastic Conditional Gradient Methods: From Convex Minimization to Submodular Maximization
  24 Apr 2018 0 repositories listed
• Simultaneous shot inversion for nonuniform geometries using fast data interpolation
  23 Apr 2018 0 repositories listed
• Towards Training Probabilistic Topic Models on Neuromorphic Multi-chip Systems
  10 Apr 2018 0 repositories listed
• Byzantine Stochastic Gradient Descent
  23 Mar 2018 0 repositories listed
• Lower error bounds for the stochastic gradient descent optimization algorithm: Sharp convergence rates for slowly and fast decaying learning rates
  22 Mar 2018 0 repositories listed
• A Stochastic Semismooth Newton Method for Nonsmooth Nonconvex Optimization
  9 Mar 2018 0 repositories listed
• The Challenge of Crafting Intelligible Intelligence
  9 Mar 2018 0 repositories listed
• Dimensionality Reduction for Stationary Time Series via Stochastic Nonconvex Optimization
  6 Mar 2018 0 repositories listed
• ADMM-based Networked Stochastic Variational Inference
  27 Feb 2018 0 repositories listed
• Guaranteed Sufficient Decrease for Stochastic Variance Reduced Gradient Optimization
  26 Feb 2018 0 repositories listed
• Distributed Stochastic Optimization via Adaptive SGD
  16 Feb 2018 0 repositories listed
• A Diffusion Approximation Theory of Momentum SGD in Nonconvex Optimization
  14 Feb 2018 0 repositories listed
• Stochastic Variance-Reduced Hamilton Monte Carlo Methods
  13 Feb 2018 0 repositories listed
• Superposition-Assisted Stochastic Optimization for Hawkes Processes
  13 Feb 2018 0 repositories listed
• Robust and Sparse Regression in GLM by Stochastic Optimization
  9 Feb 2018 0 repositories listed
• When Does Stochastic Gradient Algorithm Work Well?
  18 Jan 2018 0 repositories listed
• Asynchronous Stochastic Variational Inference
  12 Jan 2018 0 repositories listed
• Momentum and Stochastic Momentum for Stochastic Gradient, Newton, Proximal Point and Subspace Descent Methods
  27 Dec 2017 0 repositories listed
• Statistical Inference for the Population Landscape via Moment Adjusted Stochastic Gradients
  20 Dec 2017 0 repositories listed
• Third-order Smoothness Helps: Even Faster Stochastic Optimization Algorithms for Finding Local Minima
  18 Dec 2017 0 repositories listed
• Wasserstein Distributionally Robust Optimization and Variation Regularization
  17 Dec 2017 0 repositories listed
• Proximodistal Exploration in Motor Learning as an Emergent Property of Optimization
  14 Dec 2017 0 repositories listed
• Stochastic Particle Gradient Descent for Infinite Ensembles
  14 Dec 2017 0 repositories listed
• Comparative analysis of criteria for filtering time series of word usage frequencies
  10 Dec 2017 0 repositories listed
• Neumann Optimizer: A Practical Optimization Algorithm for Deep Neural Networks
  8 Dec 2017 0 repositories listed
• Adaptive SVRG Methods under Error Bound Conditions with Unknown Growth Parameter
  1 Dec 2017 0 repositories listed
• ADMM without a Fixed Penalty Parameter: Faster Convergence with New Adaptive Penalization
  1 Dec 2017 0 repositories listed
• Stochastic Mirror Descent in Variationally Coherent Optimization Problems
  1 Dec 2017 0 repositories listed
• Stochastic Optimization with Variance Reduction for Infinite Datasets with Finite Sum Structure
  1 Dec 2017 0 repositories listed
• Asymptotic Analysis via Stochastic Differential Equations of Gradient Descent Algorithms in Statistical and Computational Paradigms
  27 Nov 2017 0 repositories listed
• Random gradient extrapolation for distributed and stochastic optimization
  15 Nov 2017 0 repositories listed