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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 87 of 101: papers 8,601 to 8,700 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.

• How Developers Iterate on Machine Learning Workflows -- A Survey of the Applied Machine Learning Literature
  27 Mar 2018 0 repositories listed
• Privacy Preserving Machine Learning: Threats and Solutions
  27 Mar 2018 0 repositories listed
• Quantum Entanglement in Deep Learning Architectures
  26 Mar 2018 0 repositories listed
• A Dynamic-Adversarial Mining Approach to the Security of Machine Learning
  24 Mar 2018 0 repositories listed
• Machine Learning and Applied Linguistics
  24 Mar 2018 0 repositories listed
• Chatter Classification in Turning Using Machine Learning and Topological Data Analysis
  23 Mar 2018 0 repositories listed
• Computational Power and the Social Impact of Artificial Intelligence
  23 Mar 2018 0 repositories listed
• Studio Ousia's Quiz Bowl Question Answering System
  23 Mar 2018 0 repositories listed
• The Convergence of Stochastic Gradient Descent in Asynchronous Shared Memory
  23 Mar 2018 0 repositories listed
• From Shannon's Channel to Semantic Channel via New Bayes' Formulas for Machine Learning
  22 Mar 2018 0 repositories listed
• An Overview on Application of Machine Learning Techniques in Optical Networks
  21 Mar 2018 0 repositories listed
• Jet Charge and Machine Learning
  21 Mar 2018 0 repositories listed
• Learning the Localization Function: Machine Learning Approach to Fingerprinting Localization
  21 Mar 2018 0 repositories listed
• Similar Elements and Metric Labeling on Complete Graphs
  21 Mar 2018 0 repositories listed
• Challenges and Characteristics of Intelligent Autonomy for Internet of Battle Things in Highly Adversarial Environments
  20 Mar 2018 0 repositories listed
• The Three Pillars of Machine Programming
  20 Mar 2018 0 repositories listed
• Learnable Image Encryption
  19 Mar 2018 0 repositories listed
• Technical Report: When Does Machine Learning FAIL? Generalized Transferability for Evasion and Poisoning Attacks
  19 Mar 2018 0 repositories listed
• Analysis of Triplet Motifs in Biological Signed Oriented Graphs Suggests a Relationship Between Fine Topology and Function
  17 Mar 2018 0 repositories listed
• A Kernel Theory of Modern Data Augmentation
  16 Mar 2018 0 repositories listed
• Corpus Statistics in Text Classification of Online Data
  16 Mar 2018 0 repositories listed
• Evaluating Conditional Cash Transfer Policies with Machine Learning Methods
  16 Mar 2018 0 repositories listed
• Impacts of Dirty Data: and Experimental Evaluation
  16 Mar 2018 0 repositories listed
• Snap ML: A Hierarchical Framework for Machine Learning
  16 Mar 2018 0 repositories listed
• Some HCI Priorities for GDPR-Compliant Machine Learning
  16 Mar 2018 0 repositories listed
• A Study of Recent Contributions on Information Extraction
  15 Mar 2018 0 repositories listed
• EEG machine learning with Higuchi fractal dimension and Sample Entropy as features for successful detection of depression
  15 Mar 2018 0 repositories listed
• Estimation of lactate threshold with machine learning techniques in recreational runners
  15 Mar 2018 0 repositories listed
• Algebraic Machine Learning
  14 Mar 2018 0 repositories listed
• Automatic Detection of Online Jihadist Hate Speech
  13 Mar 2018 0 repositories listed
• Low-Rank Boolean Matrix Approximation by Integer Programming
  13 Mar 2018 0 repositories listed
• Machine Learning Harnesses Molecular Dynamics to Discover New μ Opioid Chemotypes
  12 Mar 2018 0 repositories listed
• PotentialNet for Molecular Property Prediction
  12 Mar 2018 0 repositories listed
• BEBP: An Poisoning Method Against Machine Learning Based IDSs
  11 Mar 2018 0 repositories listed
• Competitive Machine Learning: Best Theoretical Prediction vs Optimization
  9 Mar 2018 0 repositories listed
• Explaining Black-box Android Malware Detection
  9 Mar 2018 0 repositories listed
• Highly Automated Learning for Improved Active Safety of Vulnerable Road Users
  9 Mar 2018 0 repositories listed
• Hourly-Similarity Based Solar Forecasting Using Multi-Model Machine Learning Blending
  9 Mar 2018 0 repositories listed
• Hybrid Forecasting of Chaotic Processes: Using Machine Learning in Conjunction with a Knowledge-Based Model
  9 Mar 2018 0 repositories listed
• Intentions of Vulnerable Road Users - Detection and Forecasting by Means of Machine Learning
  9 Mar 2018 0 repositories listed
• A Bayesian and Machine Learning approach to estimating Influence Model parameters for IM-RO
  8 Mar 2018 0 repositories listed
• Generating Artificial Data for Private Deep Learning
  8 Mar 2018 0 repositories listed
• An Exercise Fatigue Detection Model Based on Machine Learning Methods
  7 Mar 2018 0 repositories listed
• Learning Memory Access Patterns
  6 Mar 2018 0 repositories listed
• Learning SMaLL Predictors
  6 Mar 2018 0 repositories listed
• A Comparative Study of Pairwise Learning Methods based on Kernel Ridge Regression
  5 Mar 2018 0 repositories listed
• Energy-entropy competition and the effectiveness of stochastic gradient descent in machine learning
  5 Mar 2018 0 repositories listed
• Towards Automatic & Personalised Mobile Health Interventions: An Interactive Machine Learning Perspective
  3 Mar 2018 0 repositories listed
• Autostacker: A Compositional Evolutionary Learning System
  2 Mar 2018 0 repositories listed
• Driving Digital Rock towards Machine Learning: predicting permeability with Gradient Boosting and Deep Neural Networks
  2 Mar 2018 0 repositories listed
• Impact of Biases in Big Data
  2 Mar 2018 0 repositories listed
• Autoencoding topology
  1 Mar 2018 0 repositories listed
• Bidding Machine: Learning to Bid for Directly Optimizing Profits in Display Advertising
  1 Mar 2018 0 repositories listed
• Modeling reverse thinking for machine learning
  1 Mar 2018 0 repositories listed
• Automated design of collective variables using supervised machine learning
  28 Feb 2018 0 repositories listed
• Computational Theories of Curiosity-Driven Learning
  28 Feb 2018 0 repositories listed
• Graph Kernels based on High Order Graphlet Parsing and Hashing
  28 Feb 2018 0 repositories listed
• A Mathematical Framework for Deep Learning in Elastic Source Imaging
  27 Feb 2018 0 repositories listed
• Interpreting Complex Regression Models
  26 Feb 2018 0 repositories listed
• Minimax Distribution Estimation in Wasserstein Distance
  24 Feb 2018 0 repositories listed
• De-Biased Machine Learning of Global and Local Parameters Using Regularized Riesz Representers
  23 Feb 2018 0 repositories listed
• Machine learning based hyperspectral image analysis: A survey
  23 Feb 2018 0 repositories listed
• Adversarial Examples that Fool both Computer Vision and Time-Limited Humans
  22 Feb 2018 0 repositories listed
• SeNA-CNN: Overcoming Catastrophic Forgetting in Convolutional Neural Networks by Selective Network Augmentation
  22 Feb 2018 0 repositories listed
• SparCML: High-Performance Sparse Communication for Machine Learning
  22 Feb 2018 0 repositories listed
• The State of the Art in Integrating Machine Learning into Visual Analytics
  22 Feb 2018 0 repositories listed
• 3LC: Lightweight and Effective Traffic Compression for Distributed Machine Learning
  21 Feb 2018 0 repositories listed
• VBALD - Variational Bayesian Approximation of Log Determinants
  21 Feb 2018 0 repositories listed
• Attack Strength vs. Detectability Dilemma in Adversarial Machine Learning
  20 Feb 2018 0 repositories listed
• Calcium Removal From Cardiac CT Images Using Deep Convolutional Neural Network
  20 Feb 2018 0 repositories listed
• Towards Deep Representation Learning with Genetic Programming
  20 Feb 2018 0 repositories listed
• A Machine Learning Approach to Air Traffic Route Choice Modelling
  19 Feb 2018 0 repositories listed
• Machine Learning Methods for Data Association in Multi-Object Tracking
  19 Feb 2018 0 repositories listed
• Satellite imagery analysis for operational damage assessment in Emergency situations
  19 Feb 2018 0 repositories listed
• Exact and Robust Conformal Inference Methods for Predictive Machine Learning With Dependent Data
  17 Feb 2018 0 repositories listed
• Machine learning for Internet of Things data analysis: A survey
  17 Feb 2018 0 repositories listed
• Bridging Cognitive Programs and Machine Learning
  16 Feb 2018 0 repositories listed
• Online Machine Learning in Big Data Streams
  16 Feb 2018 0 repositories listed
• Rapid Bayesian optimisation for synthesis of short polymer fiber materials
  16 Feb 2018 0 repositories listed
• WebEye - Automated Collection of Malicious HTTP Traffic
  16 Feb 2018 0 repositories listed
• A Progressive Batching L-BFGS Method for Machine Learning
  15 Feb 2018 0 repositories listed
• NtMalDetect: A Machine Learning Approach to Malware Detection Using Native API System Calls
  15 Feb 2018 0 repositories listed
• Analysis of Financial Credit Risk Using Machine Learning
  14 Feb 2018 0 repositories listed
• Automated software vulnerability detection with machine learning
  14 Feb 2018 0 repositories listed
• Stealing Hyperparameters in Machine Learning
  14 Feb 2018 0 repositories listed
• Challenging Images For Minds and Machines
  13 Feb 2018 0 repositories listed
• Persistence Codebooks for Topological Data Analysis
  13 Feb 2018 0 repositories listed
• Predict and Constrain: Modeling Cardinality in Deep Structured Prediction
  13 Feb 2018 0 repositories listed
• Substation Signal Matching with a Bagged Token Classifier
  13 Feb 2018 0 repositories listed
• Bitcoin Volatility Forecasting with a Glimpse into Buy and Sell Orders
  12 Feb 2018 0 repositories listed
• Electric Vehicle Driver Clustering using Statistical Model and Machine Learning
  12 Feb 2018 0 repositories listed
• Machine Learning-based Variability Handling in IoT Agents
  12 Feb 2018 0 repositories listed
• The Complex Event Recognition Group
  12 Feb 2018 0 repositories listed
• SGD and Hogwild! Convergence Without the Bounded Gradients Assumption
  11 Feb 2018 0 repositories listed
• Bayesian Optimization Using Monotonicity Information and Its Application in Machine Learning Hyperparameter
  10 Feb 2018 0 repositories listed
• Document Classification Using Distributed Machine Learning
  10 Feb 2018 0 repositories listed
• Enhanced version of AdaBoostM1 with J48 Tree learning method
  10 Feb 2018 0 repositories listed
• Deep Learning with Apache SystemML
  8 Feb 2018 0 repositories listed
• Online Learning: A Comprehensive Survey
  8 Feb 2018 0 repositories listed
• Machine Learning-Based Prototyping of Graphical User Interfaces for Mobile Apps
  7 Feb 2018 0 repositories listed