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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 76 of 101: papers 7,501 to 7,600 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.

• Zeroth-Order Stochastic Alternating Direction Method of Multipliers for Nonconvex Nonsmooth Optimization
  29 May 2019 0 repositories listed
• Adversarial Attacks on Remote User Authentication Using Behavioural Mouse Dynamics
  28 May 2019 0 repositories listed
• Evaluation of Machine Learning-based Anomaly Detection Algorithms on an Industrial Modbus/TCP Data Set
  28 May 2019 0 repositories listed
• Job Recommendation through Progression of Job Selection
  28 May 2019 0 repositories listed
• SpArSe: Sparse Architecture Search for CNNs on Resource-Constrained Microcontrollers
  28 May 2019 0 repositories listed
• Machine Learning for Fluid Mechanics
  27 May 2019 0 repositories listed
• Multi-Modal Graph Interaction for Multi-Graph Convolution Network in Urban Spatiotemporal Forecasting
  27 May 2019 0 repositories listed
• Style transfer-based image synthesis as an efficient regularization technique in deep learning
  27 May 2019 0 repositories listed
• Deep Online Learning with Stochastic Constraints
  26 May 2019 0 repositories listed
• Nonparametric Online Learning Using Lipschitz Regularized Deep Neural Networks
  26 May 2019 0 repositories listed
• Purifying Adversarial Perturbation with Adversarially Trained Auto-encoders
  26 May 2019 0 repositories listed
• Field-aware Calibration: A Simple and Empirically Strong Method for Reliable Probabilistic Predictions
  26 May 2019 0 repositories listed
• Usage of multiple RTL features for Earthquake prediction
  26 May 2019 0 repositories listed
• Ex-Twit: Explainable Twitter Mining on Health Data
  24 May 2019 0 repositories listed
• Automatic Machine Learning by Pipeline Synthesis using Model-Based Reinforcement Learning and a Grammar
  24 May 2019 0 repositories listed
• Brain-mediated Transfer Learning of Convolutional Neural Networks
  24 May 2019 0 repositories listed
• Federated Forest
  24 May 2019 0 repositories listed
• Model Validation Using Mutated Training Labels: An Exploratory Study
  24 May 2019 0 repositories listed
• Hangul Fonts Dataset: a Hierarchical and Compositional Dataset for Investigating Learned Representations
  23 May 2019 0 repositories listed
• Deep learning based mood tagging for Chinese song lyrics
  23 May 2019 0 repositories listed
• A Predictive Model for Steady-State Multiphase Pipe Flow: Machine Learning on Lab Data
  23 May 2019 0 repositories listed
• Generative Adversarial Networks for Mitigating Biases in Machine Learning Systems
  23 May 2019 0 repositories listed
• Non-monotone DR-submodular Maximization: Approximation and Regret Guarantees
  23 May 2019 0 repositories listed
• A framework for the extraction of Deep Neural Networks by leveraging public data
  22 May 2019 0 repositories listed
• Cognitive Model Priors for Predicting Human Decisions
  22 May 2019 0 repositories listed
• Machine Learning for Pricing American Options in High-Dimensional Markovian and non-Markovian models
  22 May 2019 0 repositories listed
• Machine Learning Methods for Shark Detection
  21 May 2019 0 repositories listed
• Explainable Machine Learning for Scientific Insights and Discoveries
  21 May 2019 0 repositories listed
• Identification of synoptic weather types over Taiwan area with multiple classifiers
  21 May 2019 0 repositories listed
• Medical Imaging with Deep Learning: MIDL 2019 -- Extended Abstract Track
  21 May 2019 0 repositories listed
• Predicting and Forecasting the Price of Constituents and Index of Cryptocurrency Using Machine Learning
  21 May 2019 0 repositories listed
• Predicting TED Talk Ratings from Language and Prosody
  21 May 2019 0 repositories listed
• Why Machines Cannot Learn Mathematics, Yet
  20 May 2019 0 repositories listed
• Spatio-Temporal Adversarial Learning for Detecting Unseen Falls
  19 May 2019 0 repositories listed
• Analysis of the AutoML Challenge Series 2015–2018
  18 May 2019 0 repositories listed
• The Curious Case of Machine Learning In Malware Detection
  18 May 2019 0 repositories listed
• Unsupervised Machine Learning for the Discovery of Latent Disease Clusters and Patient Subgroups Using Electronic Health Records
  17 May 2019 0 repositories listed
• Comparison-Based Framework for Psychophysics: Lab versus Crowdsourcing
  17 May 2019 0 repositories listed
• Comparison of Machine Learning Models in Food Authentication Studies
  17 May 2019 0 repositories listed
• Contrastive Fairness in Machine Learning
  17 May 2019 0 repositories listed
• 4D Seismic History Matching Incorporating Unsupervised Learning
  16 May 2019 0 repositories listed
• Connections Between Optimization in Machine Learning and Adaptive Control
  16 May 2019 0 repositories listed
• Every Sample a Task: Pushing the Limits of Heterogeneous Models with Personalized Regression
  16 May 2019 0 repositories listed
• Fairness in Machine Learning with Tractable Models
  16 May 2019 0 repositories listed
• Improving Regression-based Event Study Analysis Using a Topological Machine-learning Method
  16 May 2019 0 repositories listed
• Machine Learning based English Sentiment Analysis
  16 May 2019 0 repositories listed
• Structure Label Prediction Using Similarity-Based Retrieval and Weakly-Supervised Label Mapping
  16 May 2019 0 repositories listed
• A Human-Centered Approach to Interactive Machine Learning
  15 May 2019 0 repositories listed
• Embeddings and Representation Learning for Structured Data
  15 May 2019 0 repositories listed
• From What to How: An Initial Review of Publicly Available AI Ethics Tools, Methods and Research to Translate Principles into Practices
  15 May 2019 0 repositories listed
• Ignorance-Aware Approaches and Algorithms for Prototype Selection in Machine Learning
  15 May 2019 0 repositories listed
• Neural-Symbolic Computing: An Effective Methodology for Principled Integration of Machine Learning and Reasoning
  15 May 2019 0 repositories listed
• On Norm-Agnostic Robustness of Adversarial Training
  15 May 2019 0 repositories listed
• Synthetic Defocus and Look-Ahead Autofocus for Casual Videography
  15 May 2019 0 repositories listed
• Evaluation Metrics for Unsupervised Learning Algorithms
  14 May 2019 0 repositories listed
• Graph Convolutional Gaussian Processes
  14 May 2019 0 repositories listed
• Machine Learning at Microsoft with ML .NET
  14 May 2019 0 repositories listed
• Software Engineering for Fairness: A Case Study with Hyperparameter Optimization
  14 May 2019 0 repositories listed
• What Clinicians Want: Contextualizing Explainable Machine Learning for Clinical End Use
  13 May 2019 0 repositories listed
• A Comparison of Techniques for Sentiment Classification of Film Reviews
  12 May 2019 0 repositories listed
• Functional Correlations in the Pursuit of Performance Assessment of Classifiers
  12 May 2019 0 repositories listed
• On Graph Classification Networks, Datasets and Baselines
  12 May 2019 0 repositories listed
• Efficient Low-Rank Semidefinite Programming with Robust Loss Functions
  12 May 2019 0 repositories listed
• Attack and Anomaly Detection in IoT Sensors in IoT Sites Using Machine Learning Approaches
  11 May 2019 0 repositories listed
• Machine learning in acoustics: theory and applications
  11 May 2019 0 repositories listed
• Recommending Dream Jobs in a Biased Real World
  10 May 2019 0 repositories listed
• Inferring Global Dynamics of a Black-Box System Using Machine Learning
  10 May 2019 0 repositories listed
• Assuring the Machine Learning Lifecycle: Desiderata, Methods, and Challenges
  10 May 2019 0 repositories listed
• The sharp, the flat and the shallow: Can weakly interacting agents learn to escape bad minima?
  10 May 2019 0 repositories listed
• Evaluation of Machine Learning Classifiers for Zero-Day Intrusion Detection -- An Analysis on CIC-AWS-2018 dataset
  9 May 2019 0 repositories listed
• User Traffic Prediction for Proactive Resource Management: Learning-Powered Approaches
  9 May 2019 0 repositories listed
• On the Linear Speedup Analysis of Communication Efficient Momentum SGD for Distributed Non-Convex Optimization
  9 May 2019 0 repositories listed
• Transparency in Maintenance of Recruitment Chatbots
  9 May 2019 0 repositories listed
• Wearable Sensor Data Based Human Activity Recognition using Machine Learning: A new approach
  9 May 2019 0 repositories listed
• Machine Learning Based Routing Congestion Prediction in FPGA High-Level Synthesis
  6 May 2019 0 repositories listed
• Interpretable Automated Machine Learning in Maana(TM) Knowledge Platform
  6 May 2019 0 repositories listed
• Genuinely Distributed Byzantine Machine Learning
  5 May 2019 0 repositories listed
• Fast and Robust Distributed Learning in High Dimension
  5 May 2019 0 repositories listed
• Decision Making with Machine Learning and ROC Curves
  5 May 2019 0 repositories listed
• When Attackers Meet AI: Learning-empowered Attacks in Cooperative Spectrum Sensing
  4 May 2019 0 repositories listed
• Group Emotion Recognition Using Machine Learning
  3 May 2019 0 repositories listed
• Indoor Localization for IoT Using Adaptive Feature Selection: A Cascaded Machine Learning Approach
  3 May 2019 0 repositories listed
• Matlab vs. OpenCV: A Comparative Study of Different Machine Learning Algorithms
  3 May 2019 0 repositories listed
• Human Activity Recognition Using Visual Object Detection
  2 May 2019 0 repositories listed
• Parity Models: A General Framework for Coding-Based Resilience in ML Inference
  2 May 2019 0 repositories listed
• Physicist's Journeys Through the AI World - A Topical Review. There is no royal road to unsupervised learning
  2 May 2019 0 repositories listed
• Automatic Dataset Augmentation Using Virtual Human Simulation
  1 May 2019 0 repositories listed
• CDeepEx: Contrastive Deep Explanations
  1 May 2019 0 repositories listed
• Distinguishability of Adversarial Examples
  1 May 2019 0 repositories listed
• Emotional Contribution Analysis of Online Reviews
  1 May 2019 0 repositories listed
• Holographic and other Point Set Distances for Machine Learning
  1 May 2019 0 repositories listed
• Learning-Based Frequency Estimation Algorithms
  1 May 2019 0 repositories listed
• Machine Learning for Classification of Protein Helix Capping Motifs
  1 May 2019 0 repositories listed
• Optimizing for Generalization in Machine Learning with Cross-Validation Gradients
  1 May 2019 0 repositories listed
• Query-Efficient Hard-label Black-box Attack: An Optimization-based Approach
  1 May 2019 0 repositories listed
• Select Via Proxy: Efficient Data Selection For Training Deep Networks
  1 May 2019 0 repositories listed
• SHE2: Stochastic Hamiltonian Exploration and Exploitation for Derivative-Free Optimization
  1 May 2019 0 repositories listed
• Surface Type Classification for Autonomous Robot Indoor Navigation
  1 May 2019 0 repositories listed
• Semantic Referee: A Neural-Symbolic Framework for Enhancing Geospatial Semantic Segmentation
  30 Apr 2019 0 repositories listed
• Semi-Unsupervised Lifelong Learning for Sentiment Classification: Less Manual Data Annotation and More Self-Studying
  30 Apr 2019 0 repositories listed