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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 84 of 101: papers 8,301 to 8,400 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.

• Generative Invertible Networks (GIN): Pathophysiology-Interpretable Feature Mapping and Virtual Patient Generation
  14 Aug 2018 0 repositories listed
• Parallel Statistical and Machine Learning Methods for Estimation of Physical Load
  14 Aug 2018 0 repositories listed
• Estimating Heterogeneous Causal Effects in the Presence of Irregular Assignment Mechanisms
  13 Aug 2018 0 repositories listed
• What is wrong with style transfer for texts?
  13 Aug 2018 0 repositories listed
• Robust high dimensional factor models with applications to statistical machine learning
  12 Aug 2018 0 repositories listed
• MARVIN: An Open Machine Learning Corpus and Environment for Automated Machine Learning Primitive Annotation and Execution
  11 Aug 2018 0 repositories listed
• A Hassle-Free Machine Learning Method for Cohort Selection of Clinical Trials
  10 Aug 2018 0 repositories listed
• BooST: Boosting Smooth Trees for Partial Effect Estimation in Nonlinear Regressions
  10 Aug 2018 0 repositories listed
• Cross-location wind speed forecasting for wind energy applications using machine learning based models
  10 Aug 2018 0 repositories listed
• Ensemble Kalman Inversion: A Derivative-Free Technique For Machine Learning Tasks
  10 Aug 2018 0 repositories listed
• Greedy Algorithms for Approximating the Diameter of Machine Learning Datasets in Multidimensional Euclidean Space
  10 Aug 2018 0 repositories listed
• Lingke: A Fine-grained Multi-turn Chatbot for Customer Service
  10 Aug 2018 0 repositories listed
• Model Reduction with Memory and the Machine Learning of Dynamical Systems
  10 Aug 2018 0 repositories listed
• Using Randomness to Improve Robustness of Machine-Learning Models Against Evasion Attacks
  10 Aug 2018 0 repositories listed
• Code-Mixed Sentiment Analysis Using Machine Learning and Neural Network Approaches
  9 Aug 2018 0 repositories listed
• Data-driven polynomial chaos expansion for machine learning regression
  9 Aug 2018 0 repositories listed
• Object Detection in Satellite Imagery using 2-Step Convolutional Neural Networks
  9 Aug 2018 0 repositories listed
• Highly Accelerated Multishot EPI through Synergistic Machine Learning and Joint Reconstruction
  8 Aug 2018 0 repositories listed
• Importance of the Mathematical Foundations of Machine Learning Methods for Scientific and Engineering Applications
  7 Aug 2018 0 repositories listed
• Machine Learning Promoting Extreme Simplification of Spectroscopy Equipment
  6 Aug 2018 0 repositories listed
• Active Learning for Wireless IoT Intrusion Detection
  4 Aug 2018 0 repositories listed
• Helix: Accelerating Human-in-the-loop Machine Learning
  3 Aug 2018 0 repositories listed
• Machine Learning of Space-Fractional Differential Equations
  2 Aug 2018 0 repositories listed
• Mobile big data analysis with machine learning
  2 Aug 2018 0 repositories listed
• Automated Scoring: Beyond Natural Language Processing
  1 Aug 2018 0 repositories listed
• Classification of Building Information Model (BIM) Structures with Deep Learning
  1 Aug 2018 0 repositories listed
• Combining Shallow and Deep Learning for Aggressive Text Detection
  1 Aug 2018 0 repositories listed
• Computational Challenges for Polysynthetic Languages
  1 Aug 2018 0 repositories listed
• Cyberbullying Intervention Based on Convolutional Neural Networks
  1 Aug 2018 0 repositories listed
• Detecting Linguistic Traces of Depression in Topic-Restricted Text: Attending to Self-Stigmatized Depression with NLP
  1 Aug 2018 0 repositories listed
• Experience, Imitation and Reflection; Confucius' Conjecture and Machine Learning
  1 Aug 2018 0 repositories listed
• Filtering Aggression from the Multilingual Social Media Feed
  1 Aug 2018 0 repositories listed
• Geometry of energy landscapes and the optimizability of deep neural networks
  1 Aug 2018 0 repositories listed
• Identifying the Discourse Function of News Article Paragraphs
  1 Aug 2018 0 repositories listed
• Language-Based Automatic Assessment of Cognitive and Communicative Functions Related to Parkinson's Disease
  1 Aug 2018 0 repositories listed
• Manifold: A Model-Agnostic Framework for Interpretation and Diagnosis of Machine Learning Models
  1 Aug 2018 0 repositories listed
• MLCapsule: Guarded Offline Deployment of Machine Learning as a Service
  1 Aug 2018 0 repositories listed
• On Training Classifiers for Linking Event Templates
  1 Aug 2018 0 repositories listed
• A First Experiment on Including Text Literals in KGloVe
  31 Jul 2018 0 repositories listed
• Leveraging Knowledge Graph Embedding Techniques for Industry 4.0 Use Cases
  31 Jul 2018 0 repositories listed
• Predicting Tactical Solutions to Operational Planning Problems under Imperfect Information
  31 Jul 2018 0 repositories listed
• Techniques for Interpretable Machine Learning
  31 Jul 2018 0 repositories listed
• Action Detection from a Robot-Car Perspective
  30 Jul 2018 0 repositories listed
• Call Detail Records Driven Anomaly Detection and Traffic Prediction in Mobile Cellular Networks
  30 Jul 2018 0 repositories listed
• The impact of imbalanced training data on machine learning for author name disambiguation
  30 Jul 2018 0 repositories listed
• Resilience of airborne networks
  28 Jul 2018 0 repositories listed
• Enhanced Machine Learning Techniques for Early HARQ Feedback Prediction in 5G
  27 Jul 2018 0 repositories listed
• Interpreting recurrent neural networks behaviour via excitable network attractors
  27 Jul 2018 0 repositories listed
• Learnable: Theory vs Applications
  27 Jul 2018 0 repositories listed
• Live Detection of Face Using Machine Learning with Multi-feature Method
  27 Jul 2018 0 repositories listed
• High Dimensional Model Representation as a Glass Box in Supervised Machine Learning
  26 Jul 2018 0 repositories listed
• A machine learning framework for data driven acceleration of computations of differential equations
  25 Jul 2018 0 repositories listed
• Stripe-Based Fragility Analysis of Concrete Bridge Classes Using Machine Learning Techniques
  25 Jul 2018 0 repositories listed
• Topics in Random Matrices and Statistical Machine Learning
  25 Jul 2018 0 repositories listed
• Deep-CLASS at ISIC Machine Learning Challenge 2018
  24 Jul 2018 0 repositories listed
• Weakly-Supervised Deep Learning of Heat Transport via Physics Informed Loss
  24 Jul 2018 0 repositories listed
• 2P-DNN : Privacy-Preserving Deep Neural Networks Based on Homomorphic Cryptosystem
  23 Jul 2018 0 repositories listed
• Contrastive Explanations for Reinforcement Learning in terms of Expected Consequences
  23 Jul 2018 0 repositories listed
• Data Science with Vadalog: Bridging Machine Learning and Reasoning
  23 Jul 2018 0 repositories listed
• Creativity and Artificial Intelligence: A Digital Art Perspective
  21 Jul 2018 0 repositories listed
• Recent Advances in Deep Learning: An Overview
  21 Jul 2018 0 repositories listed
• Deep Learning
  20 Jul 2018 0 repositories listed
• Develop machine learning based predictive models for engineering protein solubility
  20 Jul 2018 0 repositories listed
• Optimal Bounds on the VC-dimension
  20 Jul 2018 0 repositories listed
• Automated Characterization of Stenosis in Invasive Coronary Angiography Images with Convolutional Neural Networks
  19 Jul 2018 0 repositories listed
• Bio-Measurements Estimation and Support in Knee Recovery through Machine Learning
  19 Jul 2018 0 repositories listed
• Machine Learning Interpretability: A Science rather than a tool
  18 Jul 2018 0 repositories listed
• A Data-Driven Approach for Predicting Vegetation-Related Outages in Power Distribution Systems
  17 Jul 2018 0 repositories listed
• Analyzing Hypersensitive AI: Instability in Corporate-Scale Machine Learning
  17 Jul 2018 0 repositories listed
• Efficient Deep Learning on Multi-Source Private Data
  17 Jul 2018 0 repositories listed
• Evolving Differentiable Gene Regulatory Networks
  16 Jul 2018 0 repositories listed
• Machine Learning Approaches to Hybrid Music Recommender Systems
  16 Jul 2018 0 repositories listed
• Time Series Deinterleaving of DNS Traffic
  16 Jul 2018 0 repositories listed
• Zap: Making Predictions Based on Online User Behavior
  16 Jul 2018 0 repositories listed
• Boosting Combinatorial Problem Modeling with Machine Learning
  15 Jul 2018 0 repositories listed
• ML-Schema: Exposing the Semantics of Machine Learning with Schemas and Ontologies
  14 Jul 2018 0 repositories listed
• Utilizing Smartphone-Based Machine Learning in Medical Monitor Data Collection: Seven Segment Digit Recognition
  13 Jul 2018 0 repositories listed
• Differentially-Private "Draw and Discard" Machine Learning
  11 Jul 2018 0 repositories listed
• Emotion Recognition from Speech based on Relevant Feature and Majority Voting
  11 Jul 2018 0 repositories listed
• Instance-based entropy fuzzy support vector machine for imbalanced data
  11 Jul 2018 0 repositories listed
• On the Fundamental Limits of Coded Data Shuffling for Distributed Machine Learning
  11 Jul 2018 0 repositories listed
• Optimization over Continuous and Multi-dimensional Decisions with Observational Data
  11 Jul 2018 0 repositories listed
• TherML: Thermodynamics of Machine Learning
  11 Jul 2018 0 repositories listed
• Attack and defence in cellular decision-making: lessons from machine learning
  10 Jul 2018 0 repositories listed
• Troubling Trends in Machine Learning Scholarship
  9 Jul 2018 0 repositories listed
• Improving Deep Learning through Automatic Programming
  8 Jul 2018 0 repositories listed
• Machine Learning in High Energy Physics Community White Paper
  8 Jul 2018 0 repositories listed
• Separability is not the best goal for machine learning
  8 Jul 2018 0 repositories listed
• YouTube for Patient Education: A Deep Learning Approach for Understanding Medical Knowledge from User-Generated Videos
  6 Jul 2018 0 repositories listed
• A Survey of Knowledge Representation in Service Robotics
  5 Jul 2018 0 repositories listed
• Privacy-preserving Machine Learning through Data Obfuscation
  5 Jul 2018 0 repositories listed
• Direct Uncertainty Prediction for Medical Second Opinions
  4 Jul 2018 0 repositories listed
• Diversity in Machine Learning
  4 Jul 2018 0 repositories listed
• Ensemble learning with Conformal Predictors: Targeting credible predictions of conversion from Mild Cognitive Impairment to Alzheimer's Disease
  4 Jul 2018 0 repositories listed
• Transmit Antenna Selection in MIMO Wiretap Channels: A Machine Learning Approach
  4 Jul 2018 0 repositories listed
• Breast Cancer Diagnosis via Classification Algorithms
  3 Jul 2018 0 repositories listed
• Coopetitive Soft Gating Ensemble
  3 Jul 2018 0 repositories listed
• Proceedings of the 2018 ICML Workshop on Human Interpretability in Machine Learning (WHI 2018)
  3 Jul 2018 0 repositories listed
• A Broader View on Bias in Automated Decision-Making: Reflecting on Epistemology and Dynamics
  2 Jul 2018 0 repositories listed
• Credit Default Mining Using Combined Machine Learning and Heuristic Approach
  2 Jul 2018 0 repositories listed