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BIG-bench Machine Learning

Papers archive 2025-07-28

archive papers tagged: 10,033 · with a code link: 2,352 · where Syntology ran a sample: 356 (290 with a run with no instrument failure, 66 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (356 of 10,033 tagged: 290 with a run with no instrument failure, 66 where every run was a failure of Syntology's instrument)

Page 98 of 101: papers 9,701 to 9,800 of 10,033, 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.

• L_1-regularized Boltzmann machine learning using majorizer minimization
  11 Mar 2015 0 repositories listed
• On the Intrinsic Limits to Representationally-Adaptive Machine-Learning
  9 Mar 2015 0 repositories listed
• Faster quantum mixing for slowly evolving sequences of Markov chains
  4 Mar 2015 0 repositories listed
• MILJS : Brand New JavaScript Libraries for Matrix Calculation and Machine Learning
  21 Feb 2015 0 repositories listed
• On predictability of rare events leveraging social media: a machine learning perspective
  20 Feb 2015 0 repositories listed
• The Ladder: A Reliable Leaderboard for Machine Learning Competitions
  16 Feb 2015 0 repositories listed
• A Predictive System for detection of Bankruptcy using Machine Learning techniques
  12 Feb 2015 0 repositories listed
• How to show a probabilistic model is better
  11 Feb 2015 0 repositories listed
• Proximal Algorithms in Statistics and Machine Learning
  11 Feb 2015 0 repositories listed
• Learning Reductions that Really Work
  9 Feb 2015 0 repositories listed
• Random Coordinate Descent Methods for Minimizing Decomposable Submodular Functions
  9 Feb 2015 0 repositories listed
• The Power of Randomization: Distributed Submodular Maximization on Massive Datasets
  9 Feb 2015 0 repositories listed
• Real World Applications of Machine Learning Techniques over Large Mobile Subscriber Datasets
  8 Feb 2015 0 repositories listed
• Hyperparameter Search in Machine Learning
  7 Feb 2015 0 repositories listed
• A PARTAN-Accelerated Frank-Wolfe Algorithm for Large-Scale SVM Classification
  5 Feb 2015 0 repositories listed
• Learning Local Invariant Mahalanobis Distances
  4 Feb 2015 0 repositories listed
• Injury risk prediction for traffic accidents in Porto Alegre/RS, Brazil
  1 Feb 2015 0 repositories listed
• Hyper-parameter optimization of Deep Convolutional Networks for object recognition
  30 Jan 2015 0 repositories listed
• Representing Objects, Relations, and Sequences
  29 Jan 2015 0 repositories listed
• Novel Approaches for Predicting Risk Factors of Atherosclerosis
  28 Jan 2015 0 repositories listed
• A Probabilistic Least-Mean-Squares Filter
  27 Jan 2015 0 repositories listed
• Information Theory and its Relation to Machine Learning
  18 Jan 2015 0 repositories listed
• Differentially Private Bayesian Optimization
  16 Jan 2015 0 repositories listed
• Feature Selection based on Machine Learning in MRIs for Hippocampal Segmentation
  16 Jan 2015 0 repositories listed
• Stochastic Local Interaction (SLI) Model: Interfacing Machine Learning and Geostatistics
  16 Jan 2015 0 repositories listed
• Understanding Kernel Ridge Regression: Common behaviors from simple functions to density functionals
  16 Jan 2015 0 repositories listed
• Random Bits Regression: a Strong General Predictor for Big Data
  13 Jan 2015 0 repositories listed
• Photonic Delay Systems as Machine Learning Implementations
  12 Jan 2015 0 repositories listed
• A Taxonomy of Big Data for Optimal Predictive Machine Learning and Data Mining
  3 Jan 2015 0 repositories listed
• The Learnability of Unknown Quantum Measurements
  3 Jan 2015 0 repositories listed
• Latent Structures for Coreference Resolution
  1 Jan 2015 0 repositories listed
• Differential Privacy and Machine Learning: a Survey and Review
  24 Dec 2014 0 repositories listed
• A Stable Multi-Scale Kernel for Topological Machine Learning
  21 Dec 2014 0 repositories listed
• Principal Sensitivity Analysis
  21 Dec 2014 0 repositories listed
• The Vapnik-Chervonenkis dimension of cubes in ℝᵈ
  20 Dec 2014 0 repositories listed
• From dependency to causality: a machine learning approach
  19 Dec 2014 0 repositories listed
• Stochastic Descent Analysis of Representation Learning Algorithms
  18 Dec 2014 0 repositories listed
• Tag-Aware Ordinal Sparse Factor Analysis for Learning and Content Analytics
  18 Dec 2014 0 repositories listed
• Boltzmann-Machine Learning of Prior Distributions of Binarized Natural Images
  16 Dec 2014 0 repositories listed
• Simulating a perceptron on a quantum computer
  11 Dec 2014 0 repositories listed
• Semantic HMC for Big Data Analysis
  2 Dec 2014 0 repositories listed
• Communication Efficient Distributed Machine Learning with the Parameter Server
  1 Dec 2014 0 repositories listed
• Distributed Power-law Graph Computing: Theoretical and Empirical Analysis
  1 Dec 2014 0 repositories listed
• Large-scale L-BFGS using MapReduce
  1 Dec 2014 0 repositories listed
• On Model Parallelization and Scheduling Strategies for Distributed Machine Learning
  1 Dec 2014 0 repositories listed
• Searching for Higgs Boson Decay Modes with Deep Learning
  1 Dec 2014 0 repositories listed
• Accelerated Parallel Optimization Methods for Large Scale Machine Learning
  25 Nov 2014 0 repositories listed
• A Hybrid Solution to improve Iteration Efficiency in the Distributed Learning
  24 Nov 2014 0 repositories listed
• Big Learning with Bayesian Methods
  24 Nov 2014 0 repositories listed
• Differentially Private Algorithms for Empirical Machine Learning
  20 Nov 2014 0 repositories listed
• A unified view of generative models for networks: models, methods, opportunities, and challenges
  14 Nov 2014 0 repositories listed
• Association Rule Based Flexible Machine Learning Module for Embedded System Platforms like Android
  14 Nov 2014 0 repositories listed
• Detecting Suicidal Ideation in Chinese Microblogs with Psychological Lexicons
  4 Nov 2014 0 repositories listed
• Supervised learning model for parsing Arabic language
  31 Oct 2014 0 repositories listed
• Anomaly Detection Framework Using Rule Extraction for Efficient Intrusion Detection
  28 Oct 2014 0 repositories listed
• Heteroscedastic Treed Bayesian Optimisation
  27 Oct 2014 0 repositories listed
• Machine Learning of Coq Proof Guidance: First Experiments
  20 Oct 2014 0 repositories listed
• Supervised mid-level features for word image representation
  20 Oct 2014 0 repositories listed
• On Bootstrapping Machine Learning Performance Predictors via Analytical Models
  19 Oct 2014 0 repositories listed
• Complexity Issues and Randomization Strategies in Frank-Wolfe Algorithms for Machine Learning
  15 Oct 2014 0 repositories listed
• Detection of cheating by decimation algorithm
  14 Oct 2014 0 repositories listed
• Multi-Scale Local Shape Analysis and Feature Selection in Machine Learning Applications
  13 Oct 2014 0 repositories listed
• Machine Learning Techniques in Cognitive Radio Networks
  12 Oct 2014 0 repositories listed
• Generalization Analysis for Game-Theoretic Machine Learning
  9 Oct 2014 0 repositories listed
• Predicting MOOC Dropout over Weeks Using Machine Learning Methods
  1 Oct 2014 0 repositories listed
• Combining human and machine learning for morphological analysis of galaxy images
  28 Sep 2014 0 repositories listed
• Generalized Twin Gaussian Processes using Sharma-Mittal Divergence
  26 Sep 2014 0 repositories listed
• Distributed Machine Learning via Sufficient Factor Broadcasting
  19 Sep 2014 0 repositories listed
• Predictive Capacity of Meteorological Data - Will it rain tomorrow
  16 Sep 2014 0 repositories listed
• A new approach in machine learning
  14 Sep 2014 0 repositories listed
• Optimization Methods for Sparse Pseudo-Likelihood Graphical Model Selection
  12 Sep 2014 0 repositories listed
• Probabilistic Selection in AgentSpeak(L)
  12 Sep 2014 0 repositories listed
• Machine learning for ultrafast X-ray diffraction patterns on large-scale GPU clusters
  11 Sep 2014 0 repositories listed
• Learning Machines Implemented on Non-Deterministic Hardware
  9 Sep 2014 0 repositories listed
• Weighted Classification Cascades for Optimizing Discovery Significance in the HiggsML Challenge
  9 Sep 2014 0 repositories listed
• The Large Margin Mechanism for Differentially Private Maximization
  7 Sep 2014 0 repositories listed
• Communication-Efficient Distributed Dual Coordinate Ascent
  4 Sep 2014 0 repositories listed
• Machine Learning Etudes in Astrophysics: Selection Functions for Mock Cluster Catalogs
  4 Sep 2014 0 repositories listed
• Indexing Cost Sensitive Prediction
  15 Aug 2014 0 repositories listed
• Cortical Processing with Thermodynamic-RAM
  14 Aug 2014 0 repositories listed
• GraphLab: A New Framework For Parallel Machine Learning
  9 Aug 2014 0 repositories listed
• Machine learning for many-body physics: The case of the Anderson impurity model
  5 Aug 2014 0 repositories listed
• An Error Analysis Tool for Natural Language Processing and Applied Machine Learning
  1 Aug 2014 0 repositories listed
• Automatic Detection and Analysis of Impressive Japanese Sentences Using Supervised Machine Learning
  1 Aug 2014 0 repositories listed
• Creating Custom Taggers by Integrating Web Page Annotation and Machine Learning
  1 Aug 2014 0 repositories listed
• haLF: Comparing a Pure CDSM Approach with a Standard Machine Learning System for RTE
  1 Aug 2014 0 repositories listed
• IITP: Supervised Machine Learning for Aspect based Sentiment Analysis
  1 Aug 2014 0 repositories listed
• UWB: Machine Learning Approach to Aspect-Based Sentiment Analysis
  1 Aug 2014 0 repositories listed
• MONEYBaRL: Exploiting pitcher decision-making using Reinforcement Learning
  31 Jul 2014 0 repositories listed
• Automated Machine Learning on Big Data using Stochastic Algorithm Tuning
  30 Jul 2014 0 repositories listed
• 'Almost Sure' Chaotic Properties of Machine Learning Methods
  28 Jul 2014 0 repositories listed
• Pixels to Voxels: Modeling Visual Representation in the Human Brain
  18 Jul 2014 0 repositories listed
• Large scale canonical correlation analysis with iterative least squares
  16 Jul 2014 0 repositories listed
• Machine Learning Classification of SDSS Transient Survey Images
  15 Jul 2014 0 repositories listed
• An eigenanalysis of data centering in machine learning
  10 Jul 2014 0 repositories listed
• Quality Estimation Of Machine Translation Outputs Through Stemming
  10 Jul 2014 0 repositories listed
• Recommending Learning Algorithms and Their Associated Hyperparameters
  7 Jul 2014 0 repositories listed
• On the Convergence Rate of Decomposable Submodular Function Minimization
  25 Jun 2014 0 repositories listed
• A Concise Information-Theoretic Derivation of the Baum-Welch algorithm
  24 Jun 2014 0 repositories listed
• An Open Source Pattern Recognition Toolbox for MATLAB
  21 Jun 2014 0 repositories listed