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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 11 of 14: papers 1,001 to 1,100 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.

• From Reinforcement Learning to Optimal Control: A unified framework for sequential decisions
  7 Dec 2019 0 repositories listed
• Lower Bounds for Non-Convex Stochastic Optimization
  5 Dec 2019 0 repositories listed
• Scalable Variational Bayesian Kernel Selection for Sparse Gaussian Process Regression
  5 Dec 2019 0 repositories listed
• Efficient Relaxed Gradient Support Pursuit for Sparsity Constrained Non-convex Optimization
  2 Dec 2019 0 repositories listed
• A Communication Efficient Stochastic Multi-Block Alternating Direction Method of Multipliers
  1 Dec 2019 0 repositories listed
• Efficient Smooth Non-Convex Stochastic Compositional Optimization via Stochastic Recursive Gradient Descent
  1 Dec 2019 0 repositories listed
• Identifying Cognitive Radars -- Inverse Reinforcement Learning using Revealed Preferences
  1 Dec 2019 0 repositories listed
• Think out of the "Box": Generically-Constrained Asynchronous Composite Optimization and Hedging
  1 Dec 2019 0 repositories listed
• Thinning for Accelerating the Learning of Point Processes
  1 Dec 2019 0 repositories listed
• Online Structured Sparsity-based Moving Object Detection from Satellite Videos
  29 Nov 2019 0 repositories listed
• Learning Neural Search Policies for Classical Planning
  27 Nov 2019 0 repositories listed
• A Sub-sampled Tensor Method for Non-convex Optimization
  23 Nov 2019 0 repositories listed
• Parameter-Free Locally Differentially Private Stochastic Subgradient Descent
  21 Nov 2019 0 repositories listed
• Gamifying the Vehicle Routing Problem with Stochastic Requests
  14 Nov 2019 0 repositories listed
• Stochastic DCA for minimizing a large sum of DC functions with application to Multi-class Logistic Regression
  10 Nov 2019 0 repositories listed
• Community Detection for Power Systems Network Aggregation Considering Renewable Variability
  8 Nov 2019 0 repositories listed
• Mixing of Stochastic Accelerated Gradient Descent
  31 Oct 2019 0 repositories listed
• SPARQ-SGD: Event-Triggered and Compressed Communication in Decentralized Stochastic Optimization
  31 Oct 2019 0 repositories listed
• Linear Speedup in Saddle-Point Escape for Decentralized Non-Convex Optimization
  30 Oct 2019 0 repositories listed
• Adaptive Sampling Quasi-Newton Methods for Derivative-Free Stochastic Optimization
  29 Oct 2019 0 repositories listed
• Proactive Optimization with Machine Learning: Femto-caching with Future Content Popularity
  29 Oct 2019 0 repositories listed
• Gradient Sparification for Asynchronous Distributed Training
  24 Oct 2019 0 repositories listed
• Katyusha Acceleration for Convex Finite-Sum Compositional Optimization
  24 Oct 2019 0 repositories listed
• The Practicality of Stochastic Optimization in Imaging Inverse Problems
  22 Oct 2019 0 repositories listed
• Robust Distributed Accelerated Stochastic Gradient Methods for Multi-Agent Networks
  19 Oct 2019 0 repositories listed
• Robust Learning Rate Selection for Stochastic Optimization via Splitting Diagnostic
  18 Oct 2019 0 repositories listed
• Improving the Sample and Communication Complexity for Decentralized Non-Convex Optimization: A Joint Gradient Estimation and Tracking Approach
  13 Oct 2019 0 repositories listed
• Projection-free nonconvex stochastic optimization on Riemannian manifolds
  9 Oct 2019 0 repositories listed
• Variance-Reduced Decentralized Stochastic Optimization with Gradient Tracking -- Part II: GT-SVRG
  8 Oct 2019 0 repositories listed
• FIS-GAN: GAN with Flow-based Importance Sampling
  6 Oct 2019 0 repositories listed
• Tightening Bounds for Variational Inference by Revisiting Perturbation Theory
  30 Sep 2019 0 repositories listed
• Model Predictive Control-Based Battery Scheduling and Incentives to Manipulate Demand Response Baselines
  26 Sep 2019 0 repositories listed
• α^α-Rank: Practically Scaling α-Rank through Stochastic Optimisation
  25 Sep 2019 0 repositories listed
• A Non-asymptotic comparison of SVRG and SGD: tradeoffs between compute and speed
  25 Sep 2019 0 repositories listed
• Accelerating First-Order Optimization Algorithms
  25 Sep 2019 0 repositories listed
• Learning to Anneal and Prune Proximity Graphs for Similarity Search
  25 Sep 2019 0 repositories listed
• Localizing and Amortizing: Efficient Inference for Gaussian Processes
  25 Sep 2019 0 repositories listed
• Statistical Adaptive Stochastic Optimization
  25 Sep 2019 0 repositories listed
• Geometry, Computation, and Optimality in Stochastic Optimization
  23 Sep 2019 0 repositories listed
• Using Statistics to Automate Stochastic Optimization
  21 Sep 2019 0 repositories listed
• Robust Opponent Modeling via Adversarial Ensemble Reinforcement Learning in Asymmetric Imperfect-Information Games
  18 Sep 2019 0 repositories listed
• Distributionally Robust Optimization with Correlated Data from Vector Autoregressive Processes
  8 Sep 2019 0 repositories listed
• Multi-Level Composite Stochastic Optimization via Nested Variance Reduction
  29 Aug 2019 0 repositories listed
• Stochastic Optimization for Non-convex Inf-Projection Problems
  26 Aug 2019 0 repositories listed
• RATQ: A Universal Fixed-Length Quantizer for Stochastic Optimization
  22 Aug 2019 0 repositories listed
• Fast Multi-Agent Temporal-Difference Learning via Homotopy Stochastic Primal-Dual Optimization
  7 Aug 2019 0 repositories listed
• Gradient flows and proximal splitting methods: A unified view on accelerated and stochastic optimization
  2 Aug 2019 0 repositories listed
• From low probability to high confidence in stochastic convex optimization
  31 Jul 2019 0 repositories listed
• Optimal Dynamic Multi-Resource Management in Earth Observation Oriented Space Information Networks
  30 Jul 2019 0 repositories listed
• Quadruply Stochastic Gradients for Large Scale Nonlinear Semi-Supervised AUC Optimization
  29 Jul 2019 0 repositories listed
• The Wang-Landau Algorithm as Stochastic Optimization and Its Acceleration
  27 Jul 2019 0 repositories listed
• DEAM: Adaptive Momentum with Discriminative Weight for Stochastic Optimization
  25 Jul 2019 0 repositories listed
• Hessian based analysis of SGD for Deep Nets: Dynamics and Generalization
  24 Jul 2019 0 repositories listed
• Multi-Objective Optimization for Drone Delivery
  24 Jul 2019 0 repositories listed
• Re-route Package Pickup and Delivery Planning with Random Demands
  24 Jul 2019 0 repositories listed
• An introduction to decentralized stochastic optimization with gradient tracking
  23 Jul 2019 0 repositories listed
• Hyperlink Regression via Bregman Divergence
  22 Jul 2019 0 repositories listed
• When can we improve on sample average approximation for stochastic optimization?
  19 Jul 2019 0 repositories listed
• A Hybrid Stochastic Optimization Framework for Stochastic Composite Nonconvex Optimization
  8 Jul 2019 0 repositories listed
• Variational Inference MPC for Bayesian Model-based Reinforcement Learning
  8 Jul 2019 0 repositories listed
• The Role of Memory in Stochastic Optimization
  2 Jul 2019 0 repositories listed
• A Note On The Popularity of Stochastic Optimization Algorithms in Different Fields: A Quantitative Analysis from 2007 to 2017
  30 Jun 2019 0 repositories listed
• Asymptotic Network Independence in Distributed Stochastic Optimization for Machine Learning
  28 Jun 2019 0 repositories listed
• Optimal Convergence for Stochastic Optimization with Multiple Expectation Constraints
  8 Jun 2019 0 repositories listed
• Beyond Volumetric Albedo -- A Surface Optimization Framework for Non-Line-Of-Sight Imaging
  1 Jun 2019 0 repositories listed
• Don't Forget Your Teacher: A Corrective Reinforcement Learning Framework
  30 May 2019 0 repositories listed
• On stochastic gradient Langevin dynamics with dependent data streams: the fully non-convex case
  30 May 2019 0 repositories listed
• Sample Complexity of Sample Average Approximation for Conditional Stochastic Optimization
  28 May 2019 0 repositories listed
• A view of Estimation of Distribution Algorithms through the lens of Expectation-Maximization
  24 May 2019 0 repositories listed
• AI-CARGO: A Data-Driven Air-Cargo Revenue Management System
  22 May 2019 0 repositories listed
• Approximation of the objective insensitivity regions using Hierarchic Memetic Strategy coupled with Covariance Matrix Adaptation Evolutionary Strategy
  17 May 2019 0 repositories listed
• Cloud Storage for Multi-Service Battery Operation (Extended Version)
  17 May 2019 0 repositories listed
• Hybrid Stochastic Gradient Descent Algorithms for Stochastic Nonconvex Optimization
  15 May 2019 0 repositories listed
• On the Computation and Communication Complexity of Parallel SGD with Dynamic Batch Sizes for Stochastic Non-Convex Optimization
  10 May 2019 0 repositories listed
• Smoothing Policies and Safe Policy Gradients
  8 May 2019 0 repositories listed
• A Latent Variational Framework for Stochastic Optimization
  5 May 2019 0 repositories listed
• A preconditioned accelerated stochastic gradient descent algorithm
  1 May 2019 0 repositories listed
• A Walk with SGD: How SGD Explores Regions of Deep Network Loss?
  1 May 2019 0 repositories listed
• Accelerating first order optimization algorithms
  1 May 2019 0 repositories listed
• Rethinking learning rate schedules for stochastic optimization
  1 May 2019 0 repositories listed
• signSGD via Zeroth-Order Oracle
  1 May 2019 0 repositories listed
• On Stationary-Point Hitting Time and Ergodicity of Stochastic Gradient Langevin Dynamics
  30 Apr 2019 0 repositories listed
• Beyond Adaptive Submodularity: Approximation Guarantees of Greedy Policy with Adaptive Submodularity Ratio
  24 Apr 2019 0 repositories listed
• Adaptive Sequential Machine Learning
  4 Apr 2019 0 repositories listed
• An Upper Bound for Minimum True Matches in Graph Isomorphism with Simulated Annealing
  29 Mar 2019 0 repositories listed
• On the Influence of Bias-Correction on Distributed Stochastic Optimization
  26 Mar 2019 0 repositories listed
• Traversing the noise of dynamic mini-batch sub-sampled loss functions: A visual guide
  20 Mar 2019 0 repositories listed
• Distributed stochastic optimization with gradient tracking over strongly-connected networks
  18 Mar 2019 0 repositories listed
• Inefficiency of K-FAC for Large Batch Size Training
  14 Mar 2019 0 repositories listed
• Accelerating Minibatch Stochastic Gradient Descent using Typicality Sampling
  11 Mar 2019 0 repositories listed
• An Empirical Study of Large-Batch Stochastic Gradient Descent with Structured Covariance Noise
  21 Feb 2019 0 repositories listed
• Stochastic Conditional Gradient++
  19 Feb 2019 0 repositories listed
• Quantized Frank-Wolfe: Faster Optimization, Lower Communication, and Projection Free
  17 Feb 2019 0 repositories listed
• Evolutionary Algorithms for the Chance-Constrained Knapsack Problem
  13 Feb 2019 0 repositories listed
• The Complexity of Making the Gradient Small in Stochastic Convex Optimization
  13 Feb 2019 0 repositories listed
• An adaptive stochastic optimization algorithm for resource allocation
  12 Feb 2019 0 repositories listed
• Extreme Tensoring for Low-Memory Preconditioning
  12 Feb 2019 0 repositories listed
• Progressive Focus Search for the Static and Stochastic VRPTW with both Random Customers and Reveal Times
  8 Feb 2019 0 repositories listed
• Distribution-Dependent Analysis of Gibbs-ERM Principle
  5 Feb 2019 0 repositories listed
• Stochastic Zeroth-order Discretizations of Langevin Diffusions for Bayesian Inference
  4 Feb 2019 0 repositories listed