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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 97 of 101: papers 9,601 to 9,700 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.

• Toward a Better Understanding of Leaderboard
  12 Oct 2015 0 repositories listed
• Survey on Feature Selection
  10 Oct 2015 0 repositories listed
• New Optimisation Methods for Machine Learning
  9 Oct 2015 0 repositories listed
• Technical Report of Participation in Higgs Boson Machine Learning Challenge
  9 Oct 2015 0 repositories listed
• Stochastic subGradient Methods with Linear Convergence for Polyhedral Convex Optimization
  6 Oct 2015 0 repositories listed
• Within-Brain Classification for Brain Tumor Segmentation
  5 Oct 2015 0 repositories listed
• Distributed Parameter Map-Reduce
  3 Oct 2015 0 repositories listed
• Machine Learning for Machine Data from a CATI Network
  3 Oct 2015 0 repositories listed
• A Machine Learning Method to Distinguish Machine Translation from Human Translation
  1 Oct 2015 0 repositories listed
• Supporting Regularized Logistic Regression Privately and Efficiently
  1 Oct 2015 0 repositories listed
• Computational Intelligence Challenges and Applications on Large-Scale Astronomical Time Series Databases
  25 Sep 2015 0 repositories listed
• Adaptive Sequential Optimization with Applications to Machine Learning
  24 Sep 2015 0 repositories listed
• Linear-time Learning on Distributions with Approximate Kernel Embeddings
  24 Sep 2015 0 repositories listed
• A Novel Pre-processing Scheme to Improve the Prediction of Sand Fraction from Seismic Attributes using Neural Networks
  23 Sep 2015 0 repositories listed
• On The Direct Maximization of Quadratic Weighted Kappa
  23 Sep 2015 0 repositories listed
• Harmonic Extension
  22 Sep 2015 0 repositories listed
• Algorithmic statistics, prediction and machine learning
  17 Sep 2015 0 repositories listed
• Performance Bounds for Pairwise Entity Resolution
  10 Sep 2015 0 repositories listed
• Predicting SLA Violations in Real Time using Online Machine Learning
  4 Sep 2015 0 repositories listed
• Machine Learning Methods to Analyze Arabidopsis Thaliana Plant Root Growth
  3 Sep 2015 0 repositories listed
• On-the-Fly Learning in a Perpetual Learning Machine
  3 Sep 2015 0 repositories listed
• Adverse Drug Event classification of health records using dictionary based pre-processing and machine learning
  1 Sep 2015 0 repositories listed
• Partitioning Large Scale Deep Belief Networks Using Dropout
  28 Aug 2015 0 repositories listed
• Encrypted statistical machine learning: new privacy preserving methods
  27 Aug 2015 0 repositories listed
• A review of homomorphic encryption and software tools for encrypted statistical machine learning
  26 Aug 2015 0 repositories listed
• ERBlox: Combining Matching Dependencies with Machine Learning for Entity Resolution
  25 Aug 2015 0 repositories listed
• Representation of Quasi-Monotone Functionals by Families of Separating Hyperplanes
  21 Aug 2015 0 repositories listed
• Using a Machine Learning Approach to Implement and Evaluate Product Line Features
  17 Aug 2015 0 repositories listed
• Two-stage Cascaded Classifier for Purchase Prediction
  16 Aug 2015 0 repositories listed
• Improving Decision Analytics with Deep Learning: The Case of Financial Disclosures
  9 Aug 2015 0 repositories listed
• Sensitivity study using machine learning algorithms on simulated r-mode gravitational wave signals from newborn neutron stars
  9 Aug 2015 0 repositories listed
• Parameter Database : Data-centric Synchronization for Scalable Machine Learning
  4 Aug 2015 0 repositories listed
• Sum-of-Squares Lower Bounds for Sparse PCA
  23 Jul 2015 0 repositories listed
• 2 Notes on Classes with Vapnik-Chervonenkis Dimension 1
  19 Jul 2015 0 repositories listed
• A New Framework for Distributed Submodular Maximization
  14 Jul 2015 0 repositories listed
• A new boosting algorithm based on dual averaging scheme
  11 Jul 2015 0 repositories listed
• Riemannian Dictionary Learning and Sparse Coding for Positive Definite Matrices
  10 Jul 2015 0 repositories listed
• AutoCompete: A Framework for Machine Learning Competition
  8 Jul 2015 0 repositories listed
• AutoCompete: A Framework for Machine Learning Competitions
  8 Jul 2015 0 repositories listed
• A linear approach for sparse coding by a two-layer neural network
  6 Jul 2015 0 repositories listed
• Revisiting Large Scale Distributed Machine Learning
  6 Jul 2015 0 repositories listed
• Twitter Sentiment Analysis: Lexicon Method, Machine Learning Method and Their Combination
  3 Jul 2015 0 repositories listed
• JAIST: A two-phase machine learning approach for identifying discourse relations in newswire texts
  1 Jul 2015 0 repositories listed
• Machine learning for many-body physics: efficient solution of dynamical mean-field theory
  29 Jun 2015 0 repositories listed
• Benchmark of structured machine learning methods for microbial identification from mass-spectrometry data
  24 Jun 2015 0 repositories listed
• Flexible Multi-layer Sparse Approximations of Matrices and Applications
  24 Jun 2015 0 repositories listed
• Advanced statistical methods for eye movement analysis and modeling: a gentle introduction
  23 Jun 2015 0 repositories listed
• Graphs in machine learning: an introduction
  23 Jun 2015 0 repositories listed
• An Iterative Convolutional Neural Network Algorithm Improves Electron Microscopy Image Segmentation
  18 Jun 2015 0 repositories listed
• Big Data Analytics in Bioinformatics: A Machine Learning Perspective
  15 Jun 2015 0 repositories listed
• Encog: Library of Interchangeable Machine Learning Models for Java and C#
  15 Jun 2015 0 repositories listed
• Reservoir Characterization: A Machine Learning Approach
  15 Jun 2015 0 repositories listed
• On the Error of Random Fourier Features
  9 Jun 2015 0 repositories listed
• Global Gene Expression Analysis Using Machine Learning Methods
  5 Jun 2015 0 repositories listed
• Local Nonstationarity for Efficient Bayesian Optimization
  5 Jun 2015 0 repositories listed
• The Preference Learning Toolbox
  4 Jun 2015 0 repositories listed
• Exploiting an Oracle that Reports AUC Scores in Machine Learning Contests
  3 Jun 2015 0 repositories listed
• Implementation of Training Convolutional Neural Networks
  3 Jun 2015 0 repositories listed
• Multi-Objective Optimization for Self-Adjusting Weighted Gradient in Machine Learning Tasks
  3 Jun 2015 0 repositories listed
• Toward a generic representation of random variables for machine learning
  2 Jun 2015 0 repositories listed
• BioinformaticsUA: Machine Learning and Rule-Based Recognition of Disorders and Clinical Attributes from Patient Notes
  1 Jun 2015 0 repositories listed
• Bootstrap Bias Corrections for Ensemble Methods
  1 Jun 2015 0 repositories listed
• Learning To Look Up: Realtime Monocular Gaze Correction Using Machine Learning
  1 Jun 2015 0 repositories listed
• Lifelong Machine Learning for Topic Modeling and Beyond
  1 Jun 2015 0 repositories listed
• Narrowing the Loop: Integration of Resources and Linguistic Dataset Development with Interactive Machine Learning
  1 Jun 2015 0 repositories listed
• NLANGP: Supervised Machine Learning System for Aspect Category Classification and Opinion Target Extraction
  1 Jun 2015 0 repositories listed
• Recognizing Textual Entailment using Dependency Analysis and Machine Learning
  1 Jun 2015 0 repositories listed
• UMDuluth-CS8761-12: A Novel Machine Learning Approach for Aspect Based Sentiment Analysis
  1 Jun 2015 0 repositories listed
• WOLFE: An NLP-friendly Declarative Machine Learning Stack
  1 Jun 2015 0 repositories listed
• Large-scale Machine Learning for Metagenomics Sequence Classification
  26 May 2015 0 repositories listed
• MLlib: Machine Learning in Apache Spark
  26 May 2015 0 repositories listed
• Electre Tri-Machine Learning Approach to the Record Linkage Problem
  25 May 2015 0 repositories listed
• Machine learning based data mining for Milky Way filamentary structures reconstruction
  25 May 2015 0 repositories listed
• Monotonic Calibrated Interpolated Look-Up Tables
  23 May 2015 0 repositories listed
• Machine Learning for Indoor Localization Using Mobile Phone-Based Sensors
  22 May 2015 0 repositories listed
• What is Learning? A primary discussion about information and Representation
  19 May 2015 0 repositories listed
• Graph Partitioning via Parallel Submodular Approximation to Accelerate Distributed Machine Learning
  18 May 2015 0 repositories listed
• A Theory of Formal Synthesis via Inductive Learning
  15 May 2015 0 repositories listed
• Indonesian Social Media Sentiment Analysis With Sarcasm Detection
  12 May 2015 0 repositories listed
• Should we really use post-hoc tests based on mean-ranks?
  9 May 2015 0 repositories listed
• A Comprehensive Study On The Applications Of Machine Learning For Diagnosis Of Cancer
  6 May 2015 0 repositories listed
• Block Basis Factorization for Scalable Kernel Matrix Evaluation
  3 May 2015 0 repositories listed
• Word Alignment Based Parallel Corpora Evaluation and Cleaning Using Machine Learning Techniques
  1 May 2015 0 repositories listed
• ASTROMLSKIT: A New Statistical Machine Learning Toolkit: A Platform for Data Analytics in Astronomy
  29 Apr 2015 0 repositories listed
• Concept Extraction to Identify Adverse Drug Reactions in Medical Forums: A Comparison of Algorithms
  27 Apr 2015 0 repositories listed
• Performance Evaluation of Machine Learning Algorithms in Post-operative Life Expectancy in the Lung Cancer Patients
  17 Apr 2015 0 repositories listed
• Actively Learning to Attract Followers on Twitter
  16 Apr 2015 0 repositories listed
• Bridging belief function theory to modern machine learning
  15 Apr 2015 0 repositories listed
• Generalized Categorization Axioms
  31 Mar 2015 0 repositories listed
• Iterative Regularization for Learning with Convex Loss Functions
  31 Mar 2015 0 repositories listed
• Interpretable Classification Models for Recidivism Prediction
  26 Mar 2015 0 repositories listed
• Analysis of Spectrum Occupancy Using Machine Learning Algorithms
  24 Mar 2015 0 repositories listed
• A Machine Learning Approach to Predicting the Smoothed Complexity of Sorting Algorithms
  23 Mar 2015 0 repositories listed
• Identifying Web Tables - Supporting a Neglected Type of Content on the Web
  23 Mar 2015 0 repositories listed
• Costing Generated Runtime Execution Plans for Large-Scale Machine Learning Programs
  22 Mar 2015 0 repositories listed
• Machine Learning Methods for Attack Detection in the Smart Grid
  22 Mar 2015 0 repositories listed
• What the F-measure doesn't measure: Features, Flaws, Fallacies and Fixes
  22 Mar 2015 0 repositories listed
• The RatioLog Project: Rational Extensions of Logical Reasoning
  20 Mar 2015 0 repositories listed
• Efficient Machine Learning for Big Data: A Review
  18 Mar 2015 0 repositories listed
• Learning to Search for Dependencies
  18 Mar 2015 0 repositories listed