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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 14 of 14: papers 1,301 to 1,387 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 Stochastic Optimization: From Sets to Paths
  1 Dec 2015 0 repositories listed
• Asynchronous stochastic convex optimization: the noise is in the noise and SGD don't care
  1 Dec 2015 0 repositories listed
• Fast Rates for Exp-concave Empirical Risk Minimization
  1 Dec 2015 0 repositories listed
• Local Smoothness in Variance Reduced Optimization
  1 Dec 2015 0 repositories listed
• Constant Time EXPected Similarity Estimation using Stochastic Optimization
  17 Nov 2015 0 repositories listed
• Joint Training of Generic CNN-CRF Models with Stochastic Optimization
  16 Nov 2015 0 repositories listed
• Large-Scale Approximate Kernel Canonical Correlation Analysis
  15 Nov 2015 0 repositories listed
• Seeing the Unseen Network: Inferring Hidden Social Ties from Respondent-Driven Sampling
  13 Nov 2015 0 repositories listed
• Online Principal Component Analysis in High Dimension: Which Algorithm to Choose?
  11 Nov 2015 0 repositories listed
• Stochastic Proximal Gradient Descent for Nuclear Norm Regularization
  5 Nov 2015 0 repositories listed
• Robust Shift-and-Invert Preconditioning: Faster and More Sample Efficient Algorithms for Eigenvector Computation
  29 Oct 2015 0 repositories listed
• Optimization for Gaussian Processes via Chaining
  19 Oct 2015 0 repositories listed
• Stochastic Optimization for Deep CCA via Nonlinear Orthogonal Iterations
  7 Oct 2015 0 repositories listed
• The Proximal Robbins-Monro Method
  4 Oct 2015 0 repositories listed
• Towards Machine Wald
  10 Aug 2015 0 repositories listed
• Particle Swarm Optimization for Weighted Sum Rate Maximization in MIMO Broadcast Channels
  4 Aug 2015 0 repositories listed
• Perturbed Iterate Analysis for Asynchronous Stochastic Optimization
  24 Jul 2015 0 repositories listed
• ASOC: An Adaptive Parameter-free Stochastic Optimization Techinique for Continuous Variables
  26 Jun 2015 0 repositories listed
• Finding Linear Structure in Large Datasets with Scalable Canonical Correlation Analysis
  26 Jun 2015 0 repositories listed
• Copula variational inference
  10 Jun 2015 0 repositories listed
• Faster SGD Using Sketched Conditioning
  8 Jun 2015 0 repositories listed
• An Asynchronous Mini-Batch Algorithm for Regularized Stochastic Optimization
  18 May 2015 0 repositories listed
• Building Proteins in a Day: Efficient 3D Molecular Reconstruction
  14 Apr 2015 0 repositories listed
• Sparse Linear Regression With Missing Data
  28 Mar 2015 0 repositories listed
• Fusion of Image Segmentation Algorithms using Consensus Clustering
  18 Feb 2015 0 repositories listed
• Microscopic Advances with Large-Scale Learning: Stochastic Optimization for Cryo-EM
  19 Jan 2015 0 repositories listed
• Optimal Trading with Alpha Predictors
  16 Jan 2015 0 repositories listed
• Communication-Efficient Distributed Optimization of Self-Concordant Empirical Loss
  1 Jan 2015 0 repositories listed
• Adaptive Stochastic Gradient Descent on the Grassmannian for Robust Low-Rank Subspace Recovery and Clustering
  12 Dec 2014 0 repositories listed
• A Filtering Approach to Stochastic Variational Inference
  1 Dec 2014 0 repositories listed
• Accelerated Mini-batch Randomized Block Coordinate Descent Method
  1 Dec 2014 0 repositories listed
• Stochastic Variational Inference for Hidden Markov Models
  6 Nov 2014 0 repositories listed
• Stability and Performance Limits of Adaptive Primal-Dual Networks
  16 Aug 2014 0 repositories listed
• Block stochastic gradient iteration for convex and nonconvex optimization
  12 Aug 2014 0 repositories listed
• Exploiting Smoothness in Statistical Learning, Sequential Prediction, and Stochastic Optimization
  19 Jul 2014 0 repositories listed
• Randomized Block Coordinate Descent for Online and Stochastic Optimization
  1 Jul 2014 0 repositories listed
• Distributed Stochastic Optimization of the Regularized Risk
  17 Jun 2014 0 repositories listed
• Smoothed Gradients for Stochastic Variational Inference
  13 Jun 2014 0 repositories listed
• Universal Convexification via Risk-Aversion
  3 Jun 2014 0 repositories listed
• Realtime and Robust Hand Tracking from Depth
  1 Jun 2014 0 repositories listed
• Structured Learning for Taxonomy Induction with Belief Propagation
  1 Jun 2014 0 repositories listed
• Proximal Reinforcement Learning: A New Theory of Sequential Decision Making in Primal-Dual Spaces
  26 May 2014 0 repositories listed
• A Comparison of Monte Carlo Tree Search and Mathematical Optimization for Large Scale Dynamic Resource Allocation
  21 May 2014 0 repositories listed
• Structured Stochastic Variational Inference
  16 Apr 2014 0 repositories listed
• Online Stochastic Optimization under Correlated Bandit Feedback
  4 Feb 2014 0 repositories listed
• RoxyBot-06: Stochastic Prediction and Optimization in TAC Travel
  16 Jan 2014 0 repositories listed
• Stochastic Optimization with Importance Sampling
  13 Jan 2014 0 repositories listed
• Low-Complexity Particle Swarm Optimization for Time-Critical Applications
  2 Jan 2014 0 repositories listed
• Speeding-Up Convergence via Sequential Subspace Optimization: Current State and Future Directions
  31 Dec 2013 0 repositories listed
• Unit Tests for Stochastic Optimization
  20 Dec 2013 0 repositories listed
• Dual coordinate solvers for large-scale structural SVMs
  6 Dec 2013 0 repositories listed
• Estimation, Optimization, and Parallelism when Data is Sparse
  1 Dec 2013 0 repositories listed
• Mixed Optimization for Smooth Functions
  1 Dec 2013 0 repositories listed
• Online Robust PCA via Stochastic Optimization
  1 Dec 2013 0 repositories listed
• Stochastic Convex Optimization with Multiple Objectives
  1 Dec 2013 0 repositories listed
• Stochastic Optimization of Smooth Loss
  30 Nov 2013 0 repositories listed
• Fundamental Limits of Online and Distributed Algorithms for Statistical Learning and Estimation
  14 Nov 2013 0 repositories listed
• Stochastic Bound Majorization
  22 Sep 2013 0 repositories listed
• Strategic Planning in Air Traffic Control as a Multi-objective Stochastic Optimization Problem
  16 Sep 2013 0 repositories listed
• Stochastic Optimization for Machine Learning
  15 Aug 2013 0 repositories listed
• MixedGrad: An O(1/T) Convergence Rate Algorithm for Stochastic Smooth Optimization
  26 Jul 2013 0 repositories listed
• Non-stationary Stochastic Optimization
  20 Jul 2013 0 repositories listed
• Stochastic Optimization of PCA with Capped MSG
  5 Jul 2013 0 repositories listed
• A State-Space Approach for Optimal Traffic Monitoring via Network Flow Sampling
  24 Jun 2013 0 repositories listed
• Quantum Annealing for Dirichlet Process Mixture Models with Applications to Network Clustering
  19 May 2013 0 repositories listed
• Non Deterministic Logic Programs
  26 Apr 2013 0 repositories listed
• Logical Stochastic Optimization
  6 Apr 2013 0 repositories listed
• O(logT) Projections for Stochastic Optimization of Smooth and Strongly Convex Functions
  2 Apr 2013 0 repositories listed
• Bayesian Nonparametric Dictionary Learning for Compressed Sensing MRI
  12 Feb 2013 0 repositories listed
• Passive Learning with Target Risk
  8 Feb 2013 0 repositories listed
• A Linearly Convergent Conditional Gradient Algorithm with Applications to Online and Stochastic Optimization
  20 Jan 2013 0 repositories listed
• A Nonparametric Conjugate Prior Distribution for the Maximizing Argument of a Noisy Function
  1 Dec 2012 0 repositories listed
• Ant Colony Algorithm for the Unsupervised Word Sense Disambiguation of Texts: Comparison and Evaluation
  1 Dec 2012 0 repositories listed
• Finite Sample Convergence Rates of Zero-Order Stochastic Optimization Methods
  1 Dec 2012 0 repositories listed
• Optimal Regularized Dual Averaging Methods for Stochastic Optimization
  1 Dec 2012 0 repositories listed
• Stochastic optimization and sparse statistical recovery: Optimal algorithms for high dimensions
  1 Dec 2012 0 repositories listed
• Online Stochastic Optimization with Multiple Objectives
  26 Nov 2012 0 repositories listed
• Variational Bayesian Inference with Stochastic Search
  27 Jun 2012 0 repositories listed
• Smoothed Functional Algorithms for Stochastic Optimization using q-Gaussian Distributions
  21 Jun 2012 0 repositories listed
• Distributed Delayed Stochastic Optimization
  1 Dec 2011 0 repositories listed
• Splitting method for spatio-temporal search efforts planning
  17 May 2011 0 repositories listed
• Nonparametric Density Estimation for Stochastic Optimization with an Observable State Variable
  1 Dec 2010 0 repositories listed
• Online Learning for Latent Dirichlet Allocation
  1 Dec 2010 0 repositories listed
• Fast Reinforcement Learning for Energy-Efficient Wireless Communications
  29 Sep 2010 0 repositories listed
• Dual Averaging for Distributed Optimization: Convergence Analysis and Network Scaling
  12 May 2010 0 repositories listed
• Adaptive Submodularity: Theory and Applications in Active Learning and Stochastic Optimization
  21 Mar 2010 0 repositories listed
• Accelerated Gradient Methods for Stochastic Optimization and Online Learning
  1 Dec 2009 0 repositories listed