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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 53 of 101: papers 5,201 to 5,300 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.

• Value Cards: An Educational Toolkit for Teaching Social Impacts of Machine Learning through Deliberation
  22 Oct 2020 0 repositories listed
• AutoML to Date and Beyond: Challenges and Opportunities
  21 Oct 2020 0 repositories listed
• Amnesiac Machine Learning
  21 Oct 2020 0 repositories listed
• Gender Prediction Based on Vietnamese Names with Machine Learning Techniques
  21 Oct 2020 0 repositories listed
• The Role of Machine Learning for Trajectory Prediction in Cooperative Driving
  21 Oct 2020 0 repositories listed
• American Sign Language Identification Using Hand Trackpoint Analysis
  20 Oct 2020 0 repositories listed
• Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A Review
  20 Oct 2020 0 repositories listed
• Model-specific Data Subsampling with Influence Functions
  20 Oct 2020 0 repositories listed
• Ulixes: Facial Recognition Privacy with Adversarial Machine Learning
  20 Oct 2020 0 repositories listed
• Dos and Don'ts of Machine Learning in Computer Security
  19 Oct 2020 0 repositories listed
• Interpretable Machine Learning -- A Brief History, State-of-the-Art and Challenges
  19 Oct 2020 0 repositories listed
• Machine Learning Evaluation of the Echo-Chamber Effect in Medical Forums
  19 Oct 2020 0 repositories listed
• Optimal Decision Lists using SAT
  19 Oct 2020 0 repositories listed
• SmartTriage: A system for personalized patient data capture, documentation generation, and decision support
  19 Oct 2020 0 repositories listed
• Sniper GMMs: Structured Gaussian mixtures poison ML on large n small p data with high efficacy
  19 Oct 2020 0 repositories listed
• Survey on Causal-based Machine Learning Fairness Notions
  19 Oct 2020 0 repositories listed
• Image-based Automated Species Identification: Can Virtual Data Augmentation Overcome Problems of Insufficient Sampling?
  18 Oct 2020 0 repositories listed
• Living in the Physics and Machine Learning Interplay for Earth Observation
  18 Oct 2020 0 repositories listed
• NOMA in UAV-aided cellular offloading: A machine learning approach
  18 Oct 2020 0 repositories listed
• A Generative Model based Adversarial Security of Deep Learning and Linear Classifier Models
  17 Oct 2020 0 repositories listed
• MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines
  17 Oct 2020 0 repositories listed
• Using machine learning to reduce ensembles of geological models for oil and gas exploration
  17 Oct 2020 0 repositories listed
• Virtual Savant: learning for optimization
  17 Oct 2020 0 repositories listed
• A Generalizable and Accessible Approach to Machine Learning with Global Satellite Imagery
  16 Oct 2020 0 repositories listed
• Binary Choice with Asymmetric Loss in a Data-Rich Environment: Theory and an Application to Racial Justice
  16 Oct 2020 0 repositories listed
• Evidential Reasoning with Expert-Guided Machine Learning
  16 Oct 2020 0 repositories listed
• Generalizable Machine Learning in Neuroscience using Graph Neural Networks
  16 Oct 2020 0 repositories listed
• Machine Learning-Powered Mitigation Policy Optimization in Epidemiological Models
  16 Oct 2020 0 repositories listed
• Performance evaluation and application of computation based low-cost homogeneous machine learning model algorithm for image classification
  16 Oct 2020 0 repositories listed
• Smart Grid: A Survey of Architectural Elements, Machine Learning and Deep Learning Applications and Future Directions
  16 Oct 2020 0 repositories listed
• Closed-Loop Neural Interfaces with Embedded Machine Learning
  15 Oct 2020 0 repositories listed
• Deep Learning Models for Predicting Wildfires from Historical Remote-Sensing Data
  15 Oct 2020 0 repositories listed
• Explaining Neural Network Predictions for Functional Data Using Principal Component Analysis and Feature Importance
  15 Oct 2020 0 repositories listed
• Machine learning for industrial safety culture in the developing world
  15 Oct 2020 0 repositories listed
• Sobolev training of thermodynamic-informed neural networks for smoothed elasto-plasticity models with level set hardening
  15 Oct 2020 0 repositories listed
• The Design and Development of Games with a Purpose for AI Systems
  15 Oct 2020 0 repositories listed
• The Shift to 6G Communications: Vision and Requirements
  15 Oct 2020 0 repositories listed
• Uncertainty Based Active Learning Strategy for Interactive Weakly Supervised Learning through Data Programming
  15 Oct 2020 0 repositories listed
• An Introduction to Electrocatalyst Design using Machine Learning for Renewable Energy Storage
  14 Oct 2020 0 repositories listed
• Explainability for fair machine learning
  14 Oct 2020 0 repositories listed
• Machine Learning Force Fields
  14 Oct 2020 0 repositories listed
• Measuring the originality of intellectual property assets based on machine learning outputs
  14 Oct 2020 0 repositories listed
• Vision-Aided Radio: User Identity Match in Radio and Video Domains Using Machine Learning
  14 Oct 2020 0 repositories listed
• COVID-19 Imaging Data Privacy by Federated Learning Design: A Theoretical Framework
  13 Oct 2020 0 repositories listed
• Credit card fraud detection using machine learning: A survey
  13 Oct 2020 0 repositories listed
• Fantastic Features and Where to Find Them: Detecting Cognitive Impairment with a Subsequence Classification Guided Approach
  13 Oct 2020 0 repositories listed
• Language Networks: a Practical Approach
  13 Oct 2020 0 repositories listed
• S3ML: A Secure Serving System for Machine Learning Inference
  13 Oct 2020 0 repositories listed
• When is Enough Enough? "Just Enough" Decision Making with Recurrent Neural Networks for Radio Frequency Machine Learning
  13 Oct 2020 0 repositories listed
• AI Song Contest: Human-AI Co-Creation in Songwriting
  12 Oct 2020 0 repositories listed
• An Information-Theoretic Perspective on Overfitting and Underfitting
  12 Oct 2020 0 repositories listed
• Bridging Machine Learning and Mechanism Design towards Algorithmic Fairness
  12 Oct 2020 0 repositories listed
• Escalation Prediction using Feature Engineering: Addressing Support Ticket Escalations within IBM's Ecosystem
  12 Oct 2020 0 repositories listed
• Machine Learning for Material Characterization with an Application for Predicting Mechanical Properties
  12 Oct 2020 0 repositories listed
• Monitoring War Destruction from Space: A Machine Learning Approach
  12 Oct 2020 0 repositories listed
• Accelerating Finite-temperature Kohn-Sham Density Functional Theory with Deep Neural Networks
  10 Oct 2020 0 repositories listed
• Contrastive Representation Learning: A Framework and Review
  10 Oct 2020 0 repositories listed
• HAMLET: A Hierarchical Agent-based Machine Learning Platform
  10 Oct 2020 0 repositories listed
• k-simplex2vec: a simplicial extension of node2vec
  10 Oct 2020 0 repositories listed
• Rare-Event Simulation for Neural Network and Random Forest Predictors
  10 Oct 2020 0 repositories listed
• A Series of Unfortunate Counterfactual Events: the Role of Time in Counterfactual Explanations
  9 Oct 2020 0 repositories listed
• Machine Learning approach to muon spectroscopy analysis
  9 Oct 2020 0 repositories listed
• Model Exploration with Cost-Aware Learning
  9 Oct 2020 0 repositories listed
• OnRAMP for Regulating AI in Medical Products
  9 Oct 2020 0 repositories listed
• Prognosis Prediction in Covid-19 Patients from Lab Tests and X-ray Data through Randomized Decision Trees
  9 Oct 2020 0 repositories listed
• Thermal-Aware Compilation of Spiking Neural Networks to Neuromorphic Hardware
  9 Oct 2020 0 repositories listed
• Wildfire Smoke and Air Quality: How Machine Learning Can Guide Forest Management
  9 Oct 2020 0 repositories listed
• Affine-Invariant Robust Training
  8 Oct 2020 0 repositories listed
• Exploring Sensitivity of ICF Outputs to Design Parameters in Experiments Using Machine Learning
  8 Oct 2020 0 repositories listed
• Metrics and methods for a systematic comparison of fairness-aware machine learning algorithms
  8 Oct 2020 0 repositories listed
• A Brief Review of Domain Adaptation
  7 Oct 2020 0 repositories listed
• A Simple and Efficient Tensor Calculus for Machine Learning
  7 Oct 2020 0 repositories listed
• Adversarial Attacks to Machine Learning-Based Smart Healthcare Systems
  7 Oct 2020 0 repositories listed
• Correlated Differential Privacy: Feature Selection in Machine Learning
  7 Oct 2020 0 repositories listed
• Exploiting non-i.i.d. data towards more robust machine learning algorithms
  7 Oct 2020 0 repositories listed
• Interpreting Imagined Speech Waves with Machine Learning techniques
  7 Oct 2020 0 repositories listed
• Machine learning for recovery factor estimation of an oil reservoir: a tool for de-risking at a hydrocarbon asset evaluation
  7 Oct 2020 0 repositories listed
• Not All Datasets Are Born Equal: On Heterogeneous Data and Adversarial Examples
  7 Oct 2020 0 repositories listed
• Physical System for Non Time Sequence Data
  7 Oct 2020 0 repositories listed
• Reconfigurable Intelligent Surfaces and Machine Learning for Wireless Fingerprinting Localization
  7 Oct 2020 0 repositories listed
• A Note on High-Probability versus In-Expectation Guarantees of Generalization Bounds in Machine Learning
  6 Oct 2020 0 repositories listed
• BAAAN: Backdoor Attacks Against Autoencoder and GAN-Based Machine Learning Models
  6 Oct 2020 0 repositories listed
• Chess as a Testing Grounds for the Oracle Approach to AI Safety
  6 Oct 2020 0 repositories listed
• Deep Neural Network: An Efficient and Optimized Machine Learning Paradigm for Reducing Genome Sequencing Error
  6 Oct 2020 0 repositories listed
• Downscaling Attack and Defense: Turning What You See Back Into What You Get
  6 Oct 2020 0 repositories listed
• Learn to Synchronize, Synchronize to Learn
  6 Oct 2020 0 repositories listed
• Machine Learning Empowered Trajectory and Passive Beamforming Design in UAV-RIS Wireless Networks
  6 Oct 2020 0 repositories listed
• PCAL: A Privacy-preserving Intelligent Credit Risk Modeling Framework Based on Adversarial Learning
  6 Oct 2020 0 repositories listed
• A Review of Vegetation Encroachment Detection in Power Transmission Lines using Optical Sensing Satellite Imagery
  5 Oct 2020 0 repositories listed
• Global soil moisture from in-situ measurements using machine learning -- SoMo.ml
  5 Oct 2020 0 repositories listed
• LEAPME: Learning-based Property Matching with Embeddings
  5 Oct 2020 0 repositories listed
• Learning Manifold Implicitly via Explicit Heat-Kernel Learning
  5 Oct 2020 0 repositories listed
• Metadata-Based Detection of Child Sexual Abuse Material
  5 Oct 2020 0 repositories listed
• A Generative Machine Learning Approach to Policy Optimization in Pursuit-Evasion Games
  4 Oct 2020 0 repositories listed
• A primer on model-guided exploration of fitness landscapes for biological sequence design
  4 Oct 2020 0 repositories listed
• Diagonal Memory Optimisation for Machine Learning on Micro-controllers
  4 Oct 2020 0 repositories listed
• DNS Covert Channel Detection via Behavioral Analysis: a Machine Learning Approach
  4 Oct 2020 0 repositories listed
• Ensemble Machine Learning Methods for Modeling COVID19 Deaths
  4 Oct 2020 0 repositories listed
• Entity Embedding as Game Representation
  4 Oct 2020 0 repositories listed
• Explainability via Responsibility
  4 Oct 2020 0 repositories listed