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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 85 of 101: papers 8,401 to 8,500 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.

• A Short Answer Grading System in Chinese by Support Vector Approach
  1 Jul 2018 0 repositories listed
• Decoupling Gradient-Like Learning Rules from Representations
  1 Jul 2018 0 repositories listed
• Economic Event Detection in Company-Specific News Text
  1 Jul 2018 0 repositories listed
• Improving Classification of Twitter Behavior During Hurricane Events
  1 Jul 2018 0 repositories listed
• Proportional Allocation: Simple, Distributed, and Diverse Matching with High Entropy
  1 Jul 2018 0 repositories listed
• Trust-Region Algorithms for Training Responses: Machine Learning Methods Using Indefinite Hessian Approximations
  1 Jul 2018 0 repositories listed
• AI in Education needs interpretable machine learning: Lessons from Open Learner Modelling
  30 Jun 2018 0 repositories listed
• Algorithms for solving optimization problems arising from deep neural net models: nonsmooth problems
  30 Jun 2018 0 repositories listed
• Algorithms for solving optimization problems arising from deep neural net models: smooth problems
  30 Jun 2018 0 repositories listed
• Machine Learning for Integrating Data in Biology and Medicine: Principles, Practice, and Opportunities
  30 Jun 2018 0 repositories listed
• Training Humans and Machines
  29 Jun 2018 0 repositories listed
• Automatic Exploration of Machine Learning Experiments on OpenML
  28 Jun 2018 0 repositories listed
• Deep learning in business analytics and operations research: Models, applications and managerial implications
  28 Jun 2018 0 repositories listed
• A Machine-learning framework for automatic reference-free quality assessment in MRI
  25 Jun 2018 0 repositories listed
• A Scalable Machine Learning System for Pre-Season Agriculture Yield Forecast
  25 Jun 2018 0 repositories listed
• Why Interpretability in Machine Learning? An Answer Using Distributed Detection and Data Fusion Theory
  25 Jun 2018 0 repositories listed
• Deep Reinforcement Learning: An Overview
  23 Jun 2018 0 repositories listed
• Generalizing Correspondence Analysis for Applications in Machine Learning
  21 Jun 2018 0 repositories listed
• Gradient Adversarial Training of Neural Networks
  21 Jun 2018 0 repositories listed
• A Dissection of Overfitting and Generalization in Continuous Reinforcement Learning
  20 Jun 2018 0 repositories listed
• Como funciona o Deep Learning
  20 Jun 2018 0 repositories listed
• Interpretable to Whom? A Role-based Model for Analyzing Interpretable Machine Learning Systems
  20 Jun 2018 0 repositories listed
• Rethinking Machine Learning Development and Deployment for Edge Devices
  20 Jun 2018 0 repositories listed
• ASIC Implementation of Time-Domain Digital Backpropagation with Deep-Learned Chromatic Dispersion Filters
  19 Jun 2018 0 repositories listed
• Deep Learning Classification of 3.5 GHz Band Spectrograms with Applications to Spectrum Sensing
  19 Jun 2018 0 repositories listed
• Automated Bridge Component Recognition using Video Data
  18 Jun 2018 0 repositories listed
• Distributed learning with compressed gradients
  18 Jun 2018 0 repositories listed
• Machine Learning and Blockchain for Fraud Detection: Employing Artificial Intelligence in the Banking Sector
  18 Jun 2018 0 repositories listed
• Feature Learning and Classification in Neuroimaging: Predicting Cognitive Impairment from Magnetic Resonance Imaging
  17 Jun 2018 0 repositories listed
• A Scalable Machine Learning Approach for Inferring Probabilistic US-LI-RADS Categorization
  15 Jun 2018 0 repositories listed
• Homonym Detection in Curated Bibliographies: Learning from dblp's Experience (full version)
  15 Jun 2018 0 repositories listed
• On Machine Learning and Structure for Mobile Robots
  15 Jun 2018 0 repositories listed
• From probabilistic graphical models to generalized tensor networks for supervised learning
  15 Jun 2018 0 repositories listed
• Towards Distributed Energy Services: Decentralizing Optimal Power Flow with Machine Learning
  14 Jun 2018 0 repositories listed
• Hardware Trojan Attacks on Neural Networks
  14 Jun 2018 0 repositories listed
• A Machine-Learning Item Recommendation System for Video Games
  13 Jun 2018 0 repositories listed
• Overfitting or perfect fitting? Risk bounds for classification and regression rules that interpolate
  13 Jun 2018 0 repositories listed
• Fully Convolutional Network for Melanoma Diagnostics
  12 Jun 2018 0 repositories listed
• Learning to Automatically Generate Fill-In-The-Blank Quizzes
  12 Jun 2018 0 repositories listed
• Logistic Ensemble Models
  12 Jun 2018 0 repositories listed
• Static Malware Detection & Subterfuge: Quantifying the Robustness of Machine Learning and Current Anti-Virus
  12 Jun 2018 0 repositories listed
• Auto-Meta: Automated Gradient Based Meta Learner Search
  11 Jun 2018 0 repositories listed
• Baselines and a datasheet for the Cerema AWP dataset
  11 Jun 2018 0 repositories listed
• Improving Protein Gamma-Turn Prediction Using Inception Capsule Networks
  11 Jun 2018 0 repositories listed
• ML + FV = ♡? A Survey on the Application of Machine Learning to Formal Verification
  10 Jun 2018 0 repositories listed
• A hybrid econometric-machine learning approach for relative importance analysis: Prioritizing food policy
  9 Jun 2018 0 repositories listed
• Data-driven model for the identification of the rock type at a drilling bit
  8 Jun 2018 0 repositories listed
• Domain Adaptive Generation of Aircraft on Satellite Imagery via Simulated and Unsupervised Learning
  8 Jun 2018 0 repositories listed
• Machine learning-based colon deformation estimation method for colonoscope tracking
  8 Jun 2018 0 repositories listed
• Machine Learning CICY Threefolds
  8 Jun 2018 0 repositories listed
• Large scale classification in deep neural network with Label Mapping
  7 Jun 2018 0 repositories listed
• Residual Unfairness in Fair Machine Learning from Prejudiced Data
  7 Jun 2018 0 repositories listed
• A New Framework for Machine Intelligence: Concepts and Prototype
  6 Jun 2018 0 repositories listed
• Deploying Deep Ranking Models for Search Verticals
  6 Jun 2018 0 repositories listed
• Human-aided Multi-Entity Bayesian Networks Learning from Relational Data
  6 Jun 2018 0 repositories listed
• Learning Kolmogorov Models for Binary Random Variables
  6 Jun 2018 0 repositories listed
• Quantitative Phase Imaging and Artificial Intelligence: A Review
  6 Jun 2018 0 repositories listed
• Reverse iterative volume sampling for linear regression
  6 Jun 2018 0 repositories listed
• SBAF: A New Activation Function for Artificial Neural Net based Habitability Classification
  6 Jun 2018 0 repositories listed
• A Machine Learning Framework for Stock Selection
  5 Jun 2018 0 repositories listed
• Machine Learning for Yield Curve Feature Extraction: Application to Illiquid Corporate Bonds (Preliminary Draft)
  5 Jun 2018 0 repositories listed
• Reduced-Order Modeling through Machine Learning Approaches for Brittle Fracture Applications
  5 Jun 2018 0 repositories listed
• Agreement-based Learning
  4 Jun 2018 0 repositories listed
• Analysis of DAWNBench, a Time-to-Accuracy Machine Learning Performance Benchmark
  4 Jun 2018 0 repositories listed
• Learning from Exemplars and Prototypes in Machine Learning and Psychology
  4 Jun 2018 0 repositories listed
• Deploying Customized Data Representation and Approximate Computing in Machine Learning Applications
  3 Jun 2018 0 repositories listed
• Amrita_student at SemEval-2018 Task 1: Distributed Representation of Social Media Text for Affects in Tweets
  1 Jun 2018 0 repositories listed
• Chrono at SemEval-2018 Task 6: A System for Normalizing Temporal Expressions
  1 Jun 2018 0 repositories listed
• Computationally Constructed Concepts: A Machine Learning Approach to Metaphor Interpretation Using Usage-Based Construction Grammatical Cues
  1 Jun 2018 0 repositories listed
• ECNU at SemEval-2018 Task 1: Emotion Intensity Prediction Using Effective Features and Machine Learning Models
  1 Jun 2018 0 repositories listed
• ECNU at SemEval-2018 Task 10: Evaluating Simple but Effective Features on Machine Learning Methods for Semantic Difference Detection
  1 Jun 2018 0 repositories listed
• ECNU at SemEval-2018 Task 3: Exploration on Irony Detection from Tweets via Machine Learning and Deep Learning Methods
  1 Jun 2018 0 repositories listed
• EmoIntens Tracker at SemEval-2018 Task 1: Emotional Intensity Levels in #Tweets
  1 Jun 2018 0 repositories listed
• EmoNLP at SemEval-2018 Task 2: English Emoji Prediction with Gradient Boosting Regression Tree Method and Bidirectional LSTM
  1 Jun 2018 0 repositories listed
• Igevorse at SemEval-2018 Task 10: Exploring an Impact of Word Embeddings Concatenation for Capturing Discriminative Attributes
  1 Jun 2018 0 repositories listed
• Interpreting Deep Learning: The Machine Learning Rorschach Test?
  1 Jun 2018 0 repositories listed
• Linguistic Cues to Deception and Perceived Deception in Interview Dialogues
  1 Jun 2018 0 repositories listed
• A Review of Challenges and Opportunities in Machine Learning for Health
  1 Jun 2018 0 repositories listed
• PlusEmo2Vec at SemEval-2018 Task 1: Exploiting emotion knowledge from emoji and #hashtags
  1 Jun 2018 0 repositories listed
• The Dabblers at SemEval-2018 Task 2: Multilingual Emoji Prediction
  1 Jun 2018 0 repositories listed
• Accurate pedestrian localization in overhead depth images via Height-Augmented HOG
  31 May 2018 0 repositories listed
• Defending Against Machine Learning Model Stealing Attacks Using Deceptive Perturbations
  31 May 2018 0 repositories listed
• Evaluating Reinforcement Learning Algorithms in Observational Health Settings
  31 May 2018 0 repositories listed
• Predictive Performance Modeling for Distributed Computing using Black-Box Monitoring and Machine Learning
  30 May 2018 0 repositories listed
• Towards Adversarial Configurations for Software Product Lines
  30 May 2018 0 repositories listed
• Currency exchange prediction using machine learning, genetic algorithms and technical analysis
  29 May 2018 0 repositories listed
• Invariant Representation of Mathematical Expressions
  29 May 2018 0 repositories listed
• Teaching Meaningful Explanations
  29 May 2018 0 repositories listed
• Learning From Less Data: Diversified Subset Selection and Active Learning in Image Classification Tasks
  28 May 2018 0 repositories listed
• Machine learning for prediction of extreme statistics in modulation instability
  28 May 2018 0 repositories listed
• Towards computational fluorescence microscopy: Machine learning-based integrated prediction of morphological and molecular tumor profiles
  28 May 2018 0 repositories listed
• Training Medical Image Analysis Systems like Radiologists
  28 May 2018 0 repositories listed
• Algebraic Expression of Subjective Spatial and Temporal Patterns
  26 May 2018 0 repositories listed
• Intensive Preprocessing of KDD Cup 99 for Network Intrusion Classification Using Machine Learning Techniques
  26 May 2018 0 repositories listed
• Model-based Pricing for Machine Learning in a Data Marketplace
  26 May 2018 0 repositories listed
• Automated Verification of Neural Networks: Advances, Challenges and Perspectives
  25 May 2018 0 repositories listed
• Qunatification of Metabolites in MR Spectroscopic Imaging using Machine Learning
  25 May 2018 0 repositories listed
• Reacting to Variations in Product Demand: An Application for Conversion Rate (CR) Prediction in Sponsored Search
  25 May 2018 0 repositories listed
• Safe learning-based optimal motion planning for automated driving
  25 May 2018 0 repositories listed
• Training of photonic neural networks through in situ backpropagation
  25 May 2018 0 repositories listed