Browse State-of-the-Art › Stochastic Optimization › Papers, page 10

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 10 of 14: papers 901 to 1,000 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.

• Adaptive Online Estimation of Piecewise Polynomial Trends
  30 Sep 2020 0 repositories listed
• Data augmentation as stochastic optimization
  28 Sep 2020 0 repositories listed
• Escaping Saddle-Points Faster under Interpolation-like Conditions
  28 Sep 2020 0 repositories listed
• f-Divergence Variational Inference
  28 Sep 2020 0 repositories listed
• Scheduling and Power Control for Wireless Multicast Systems via Deep Reinforcement Learning
  27 Sep 2020 0 repositories listed
• Stochastic Learning-Based Robust Beamforming Design for RIS-Aided Millimeter-Wave Systems in the Presence of Random Blockages
  21 Sep 2020 0 repositories listed
• Finding Acceptable Parameter Regions of Stochastic Hill functions for Multisite Phosphorylation Mechanism
  14 Sep 2020 0 repositories listed
• Variance-Reduced Off-Policy Memory-Efficient Policy Search
  14 Sep 2020 0 repositories listed
• GTAdam: Gradient Tracking with Adaptive Momentum for Distributed Online Optimization
  3 Sep 2020 0 repositories listed
• Cost-aware Feature Selection for IoT Device Classification
  2 Sep 2020 0 repositories listed
• Robust, Accurate Stochastic Optimization for Variational Inference
  1 Sep 2020 0 repositories listed
• Beyond variance reduction: Understanding the true impact of baselines on policy optimization
  31 Aug 2020 0 repositories listed
• ROOT-SGD: Sharp Nonasymptotics and Near-Optimal Asymptotics in a Single Algorithm
  28 Aug 2020 0 repositories listed
• Understanding and Detecting Convergence for Stochastic Gradient Descent with Momentum
  27 Aug 2020 0 repositories listed
• Variance-Reduced Splitting Schemes for Monotone Stochastic Generalized Equations
  26 Aug 2020 0 repositories listed
• Solving Stochastic Compositional Optimization is Nearly as Easy as Solving Stochastic Optimization
  25 Aug 2020 0 repositories listed
• Stochastic Hybrid Combining Design for Quantized Massive MIMO Systems
  24 Aug 2020 0 repositories listed
• Distributed Stochastic Optimization With Unbounded Subgradients Over Randomly Time-Varying Networks
  20 Aug 2020 0 repositories listed
• Conservative Stochastic Optimization with Expectation Constraints
  13 Aug 2020 0 repositories listed
• Variance Regularization for Accelerating Stochastic Optimization
  13 Aug 2020 0 repositories listed
• Discontinuous Computation Offloading for Energy-Efficient Mobile Edge Computing
  8 Aug 2020 0 repositories listed
• Dynamic Resource Optimization for Decentralized Estimation in Energy Harvesting IoT Networks
  4 Aug 2020 0 repositories listed
• Resource Allocation via Model-Free Deep Learning in Free Space Optical Communications
  27 Jul 2020 0 repositories listed
• Modeling Stochastic Microscopic Traffic Behaviors: a Physics Regularized Gaussian Process Approach
  17 Jul 2020 0 repositories listed
• Macroscopic Traffic Flow Modeling with Physics Regularized Gaussian Process: Generalized Formulations
  14 Jul 2020 0 repositories listed
• A fully data-driven approach to minimizing CVaR for portfolio of assets via SGLD with discontinuous updating
  2 Jul 2020 0 repositories listed
• Balancing Rates and Variance via Adaptive Batch-Size for Stochastic Optimization Problems
  2 Jul 2020 0 repositories listed
• Variable Selection via Thompson Sampling
  1 Jul 2020 0 repositories listed
• Sampling from a k-DPP without looking at all items
  30 Jun 2020 0 repositories listed
• Nearest Neighbour Based Estimates of Gradients: Sharp Nonasymptotic Bounds and Applications
  26 Jun 2020 0 repositories listed
• Time-consistent conditional expectation under probability distortion
  25 Jun 2020 0 repositories listed
• Advances in Asynchronous Parallel and Distributed Optimization
  24 Jun 2020 0 repositories listed
• Second-Order Information in Non-Convex Stochastic Optimization: Power and Limitations
  24 Jun 2020 0 repositories listed
• A Mean-Field Theory for Learning the Schönberg Measure of Radial Basis Functions
  23 Jun 2020 0 repositories listed
• Precise expressions for random projections: Low-rank approximation and randomized Newton
  18 Jun 2020 0 repositories listed
• Gradient Free Minimax Optimization: Variance Reduction and Faster Convergence
  16 Jun 2020 0 repositories listed
• Computing Large-Scale Matrix and Tensor Decomposition with Structured Factors: A Unified Nonconvex Optimization Perspective
  15 Jun 2020 0 repositories listed
• Better Parameter-free Stochastic Optimization with ODE Updates for Coin-Betting
  12 Jun 2020 0 repositories listed
• Disentangled Representation Learning and Generation with Manifold Optimization
  12 Jun 2020 0 repositories listed
• Scalable Control Variates for Monte Carlo Methods via Stochastic Optimization
  12 Jun 2020 0 repositories listed
• Stochastic Gradient Langevin with Delayed Gradients
  12 Jun 2020 0 repositories listed
• Convergence of adaptive algorithms for weakly convex constrained optimization
  11 Jun 2020 0 repositories listed
• Multiplicative noise and heavy tails in stochastic optimization
  11 Jun 2020 0 repositories listed
• Sparse recovery by reduced variance stochastic approximation
  11 Jun 2020 0 repositories listed
• Stochastic Saddle-Point Optimization for Wasserstein Barycenters
  11 Jun 2020 0 repositories listed
• A Stochastic Subgradient Method for Distributionally Robust Non-Convex Learning
  8 Jun 2020 0 repositories listed
• Beyond Worst-Case Analysis in Stochastic Approximation: Moment Estimation Improves Instance Complexity
  8 Jun 2020 0 repositories listed
• UFO-BLO: Unbiased First-Order Bilevel Optimization
  5 Jun 2020 0 repositories listed
• Online Stochastic Convex Optimization: Wasserstein Distance Variation
  2 Jun 2020 0 repositories listed
• Recht-Ré Noncommutative Arithmetic-Geometric Mean Conjecture is False
  2 Jun 2020 0 repositories listed
• The Power of Factorial Powers: New Parameter settings for (Stochastic) Optimization
  1 Jun 2020 0 repositories listed
• Momentum-based variance-reduced proximal stochastic gradient method for composite nonconvex stochastic optimization
  31 May 2020 0 repositories listed
• Convergence Analysis of Riemannian Stochastic Approximation Schemes
  27 May 2020 0 repositories listed
• Adaptive First-and Zeroth-order Methods for Weakly Convex Stochastic Optimization Problems
  19 May 2020 0 repositories listed
• Scaling-up Distributed Processing of Data Streams for Machine Learning
  18 May 2020 0 repositories listed
• Tiering as a Stochastic Submodular Optimization Problem
  16 May 2020 0 repositories listed
• Learning to Estimate Driver Drowsiness from Car Acceleration Sensors using Weakly Labeled Data
  12 May 2020 0 repositories listed
• Online and stochastic optimization beyond Lipschitz continuity: A Riemannian approach
  1 May 2020 0 repositories listed
• Breaking (Global) Barriers in Parallel Stochastic Optimization with Wait-Avoiding Group Averaging
  30 Apr 2020 0 repositories listed
• DS-FACTO: Doubly Separable Factorization Machines
  29 Apr 2020 0 repositories listed
• Doubly-stochastic mining for heterogeneous retrieval
  23 Apr 2020 0 repositories listed
• Stochastic gradient algorithms from ODE splitting perspective
  19 Apr 2020 0 repositories listed
• Stochastic batch size for adaptive regularization in deep network optimization
  14 Apr 2020 0 repositories listed
• Client Selection and Bandwidth Allocation in Wireless Federated Learning Networks: A Long-Term Perspective
  9 Apr 2020 0 repositories listed
• Convergence rates and approximation results for SGD and its continuous-time counterpart
  8 Apr 2020 0 repositories listed
• Weighted Aggregating Stochastic Gradient Descent for Parallel Deep Learning
  7 Apr 2020 0 repositories listed
• Non-Convex Optimization via Non-Reversible Stochastic Gradient Langevin Dynamics
  6 Apr 2020 0 repositories listed
• Stochastic Flows and Geometric Optimization on the Orthogonal Group
  30 Mar 2020 0 repositories listed
• Stochastic Proximal Gradient Algorithm with Minibatches. Application to Large Scale Learning Models
  30 Mar 2020 0 repositories listed
• Pipelined Backpropagation at Scale: Training Large Models without Batches
  25 Mar 2020 0 repositories listed
• A Unified Theory of Decentralized SGD with Changing Topology and Local Updates
  23 Mar 2020 0 repositories listed
• Large Scale Many-Objective Optimization Driven by Distributional Adversarial Networks
  16 Mar 2020 0 repositories listed
• Many-Objective Estimation of Distribution Optimization Algorithm Based on WGAN-GP
  16 Mar 2020 0 repositories listed
• On Hyper-parameter Tuning for Stochastic Optimization Algorithms
  4 Mar 2020 0 repositories listed
• Conjugate-gradient-based Adam for stochastic optimization and its application to deep learning
  29 Feb 2020 0 repositories listed
• Affinity guided Geometric Semi-Supervised Metric Learning
  27 Feb 2020 0 repositories listed
• IRS-aided Large-Scale MIMO Systems with Passive Constant Envelope Precoding
  26 Feb 2020 0 repositories listed
• Non-asymptotic bounds for stochastic optimization with biased noisy gradient oracles
  26 Feb 2020 0 repositories listed
• Biased Stochastic First-Order Methods for Conditional Stochastic Optimization and Applications in Meta Learning
  25 Feb 2020 0 repositories listed
• Adversarial Radar Inference. From Inverse Tracking to Inverse Reinforcement Learning of Cognitive Radar
  22 Feb 2020 0 repositories listed
• Stochastic Optimization for Regularized Wasserstein Estimators
  20 Feb 2020 0 repositories listed
• Weakly-supervised Multi-output Regression via Correlated Gaussian Processes
  19 Feb 2020 0 repositories listed
• A Diffusion Theory For Deep Learning Dynamics: Stochastic Gradient Descent Exponentially Favors Flat Minima
  10 Feb 2020 0 repositories listed
• Stochastic Online Optimization using Kalman Recursion
  10 Feb 2020 0 repositories listed
• Developing a Hybrid Data-Driven, Mechanistic Virtual Flow Meter -- a Case Study
  7 Feb 2020 0 repositories listed
• Macroscopic Traffic Flow Modeling with Physics Regularized Gaussian Process: A New Insight into Machine Learning Applications
  6 Feb 2020 0 repositories listed
• Zeroth-Order Algorithms for Nonconvex Minimax Problems with Improved Complexities
  22 Jan 2020 0 repositories listed
• Dual Stochastic Natural Gradient Descent and convergence of interior half-space gradient approximations
  19 Jan 2020 0 repositories listed
• Adaptive Stochastic Optimization
  18 Jan 2020 0 repositories listed
• On the Trend-corrected Variant of Adaptive Stochastic Optimization Methods
  17 Jan 2020 0 repositories listed
• Efficient Debiased Evidence Estimation by Multilevel Monte Carlo Sampling
  14 Jan 2020 0 repositories listed
• Improving the Sample and Communication Complexity for Decentralized Non-Convex Optimization: Joint Gradient Estimation and Tracking
  1 Jan 2020 0 repositories listed
• Recht-Re Noncommutative Arithmetic-Geometric Mean Conjecture is False
  1 Jan 2020 0 repositories listed
• Recht-Re Noncommutative Arithmetic-Geometric Mean Conjecture is False
  1 Jan 2020 0 repositories listed
• Self-Modulating Nonparametric Event-Tensor Factorization
  1 Jan 2020 0 repositories listed
• A Dynamic Sampling Adaptive-SGD Method for Machine Learning
  31 Dec 2019 0 repositories listed
• Stochastic gradient-free descents
  31 Dec 2019 0 repositories listed
• Stochastic Recursive Variance Reduction for Efficient Smooth Non-Convex Compositional Optimization
  31 Dec 2019 0 repositories listed
• Zeroth-order Stochastic Compositional Algorithms for Risk-Aware Learning
  19 Dec 2019 0 repositories listed
• Complexity of Stochastic Dual Dynamic Programming
  16 Dec 2019 0 repositories listed