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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 94 of 101: papers 9,301 to 9,400 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.

• Inferring low-dimensional microstructure representations using convolutional neural networks
  8 Nov 2016 0 repositories listed
• Does Distributionally Robust Supervised Learning Give Robust Classifiers?
  7 Nov 2016 0 repositories listed
• Neural Networks Designing Neural Networks: Multi-Objective Hyper-Parameter Optimization
  7 Nov 2016 0 repositories listed
• Reinforcement Learning Approach for Parallelization in Filters Aggregation Based Feature Selection Algorithms
  7 Nov 2016 0 repositories listed
• Extracting Actionability from Machine Learning Models by Sub-optimal Deterministic Planning
  3 Nov 2016 0 repositories listed
• PrivLogit: Efficient Privacy-preserving Logistic Regression by Tailoring Numerical Optimizers
  3 Nov 2016 0 repositories listed
• Quantum Laplacian Eigenmap
  2 Nov 2016 0 repositories listed
• The Machine Learning Algorithm as Creative Musical Tool
  1 Nov 2016 0 repositories listed
• FEAST: An Automated Feature Selection Framework for Compilation Tasks
  29 Oct 2016 0 repositories listed
• KeystoneML: Optimizing Pipelines for Large-Scale Advanced Analytics
  29 Oct 2016 0 repositories listed
• Machine learning methods for accurate delineation of tumors in PET images
  29 Oct 2016 0 repositories listed
• Discriminative Gaifman Models
  28 Oct 2016 0 repositories listed
• Machine Learning Model Interpretability for Precision Medicine
  28 Oct 2016 0 repositories listed
• An Improved Approach for Prediction of Parkinson's Disease using Machine Learning Techniques
  26 Oct 2016 0 repositories listed
• Quantum-enhanced machine learning
  26 Oct 2016 0 repositories listed
• Energy-efficient Machine Learning in Silicon: A Communications-inspired Approach
  25 Oct 2016 0 repositories listed
• Learning to Reason With Adaptive Computation
  24 Oct 2016 0 repositories listed
• Using Machine Learning to Detect Noisy Neighbors in 5G Networks
  24 Oct 2016 0 repositories listed
• How to be Fair and Diverse?
  23 Oct 2016 0 repositories listed
• Learning Deep Architectures for Interaction Prediction in Structure-based Virtual Screening
  23 Oct 2016 0 repositories listed
• Ranking of classification algorithms in terms of mean-standard deviation using A-TOPSIS
  22 Oct 2016 0 repositories listed
• Modeling Scalability of Distributed Machine Learning
  20 Oct 2016 0 repositories listed
• Structured adaptive and random spinners for fast machine learning computations
  19 Oct 2016 0 repositories listed
• An Interactive Machine Learning Framework
  18 Oct 2016 0 repositories listed
• Black-box Importance Sampling
  17 Oct 2016 0 repositories listed
• Are Accuracy and Robustness Correlated?
  14 Oct 2016 0 repositories listed
• Machine learning applied to single-shot x-ray diagnostics in an XFEL
  11 Oct 2016 0 repositories listed
• Dataiku's Solution to SPHERE's Activity Recognition Challenge
  10 Oct 2016 0 repositories listed
• Federated Optimization: Distributed Machine Learning for On-Device Intelligence
  8 Oct 2016 0 repositories listed
• Solving Marginal MAP Problems with NP Oracles and Parity Constraints
  8 Oct 2016 0 repositories listed
• Distributed Averaging CNN-ELM for Big Data
  7 Oct 2016 0 repositories listed
• DeepDGA: Adversarially-Tuned Domain Generation and Detection
  6 Oct 2016 0 repositories listed
• Near-Data Processing for Differentiable Machine Learning Models
  6 Oct 2016 0 repositories listed
• Places: An Image Database for Deep Scene Understanding
  6 Oct 2016 0 repositories listed
• On the Safety of Machine Learning: Cyber-Physical Systems, Decision Sciences, and Data Products
  5 Oct 2016 0 repositories listed
• A SMART Stochastic Algorithm for Nonconvex Optimization with Applications to Robust Machine Learning
  4 Oct 2016 0 repositories listed
• End-to-End Radio Traffic Sequence Recognition with Deep Recurrent Neural Networks
  3 Oct 2016 0 repositories listed
• Latent Tree Analysis
  1 Oct 2016 0 repositories listed
• A Primer on Coordinate Descent Algorithms
  30 Sep 2016 0 repositories listed
• Data Science in Service of Performing Arts: Applying Machine Learning to Predicting Audience Preferences
  30 Sep 2016 0 repositories listed
• Discriminating Similar Languages: Evaluations and Explorations
  30 Sep 2016 0 repositories listed
• Machine Learning Techniques for Stackelberg Security Games: a Survey
  29 Sep 2016 0 repositories listed
• Assessment of corticospinal tract dysfunction and disease severity in amyotrophic lateral sclerosis
  28 Sep 2016 0 repositories listed
• Graph Based Convolutional Neural Network
  28 Sep 2016 0 repositories listed
• The Famine of Forte: Few Search Problems Greatly Favor Your Algorithm
  28 Sep 2016 0 repositories listed
• Towards the effectiveness of Deep Convolutional Neural Network based Fast Random Forest Classifier
  28 Sep 2016 0 repositories listed
• Correct classification for big/smart/fast data machine learning
  27 Sep 2016 0 repositories listed
• Generalization Error Bounds for Optimization Algorithms via Stability
  27 Sep 2016 0 repositories listed
• Learning convolutional neural network to maximize Pos@Top performance measure
  27 Sep 2016 0 repositories listed
• Exact Sampling from Determinantal Point Processes
  22 Sep 2016 0 repositories listed
• Large Margin Nearest Neighbor Classification using Curved Mahalanobis Distances
  22 Sep 2016 0 repositories listed
• Quantum Neural Machine Learning - Backpropagation and Dynamics
  22 Sep 2016 0 repositories listed
• Early Warning System for Seismic Events in Coal Mines Using Machine Learning
  21 Sep 2016 0 repositories listed
• KU-ISPL Language Recognition System for NIST 2015 i-Vector Machine Learning Challenge
  21 Sep 2016 0 repositories listed
• Large-Scale Strategic Games and Adversarial Machine Learning
  21 Sep 2016 0 repositories listed
• Semiring Programming: A Declarative Framework for Generalized Sum Product Problems
  21 Sep 2016 0 repositories listed
• Predictive modelling of football injuries
  20 Sep 2016 0 repositories listed
• Scope for Machine Learning in Digital Manufacturing
  19 Sep 2016 0 repositories listed
• mlr Tutorial
  18 Sep 2016 0 repositories listed
• A Machine Learning Nowcasting Method based on Real-time Reanalysis Data
  14 Sep 2016 0 repositories listed
• FALCON: Feature Driven Selective Classification for Energy-Efficient Image Recognition
  12 Sep 2016 0 repositories listed
• Relational Models
  11 Sep 2016 0 repositories listed
• A Perspective on Deep Imaging
  10 Sep 2016 0 repositories listed
• Distributed Processing of Biosignal-Database for Emotion Recognition with Mahout
  9 Sep 2016 0 repositories listed
• Harassment detection: a benchmark on the #HackHarassment dataset
  9 Sep 2016 0 repositories listed
• Machine Learning with Guarantees using Descriptive Complexity and SMT Solvers
  9 Sep 2016 0 repositories listed
• Earthquake magnitude prediction in Hindukush region using machine learning techniques
  8 Sep 2016 0 repositories listed
• Quantum-Assisted Learning of Hardware-Embedded Probabilistic Graphical Models
  8 Sep 2016 0 repositories listed
• Random matrices meet machine learning: a large dimensional analysis of LS-SVM
  7 Sep 2016 0 repositories listed
• A Bootstrap Machine Learning Approach to Identify Rare Disease Patients from Electronic Health Records
  6 Sep 2016 0 repositories listed
• Using Natural Language Processing to Screen Patients with Active Heart Failure: An Exploration for Hospital-wide Surveillance
  6 Sep 2016 0 repositories listed
• High Dimensional Human Guided Machine Learning
  4 Sep 2016 0 repositories listed
• Randomized Prediction Games for Adversarial Machine Learning
  3 Sep 2016 0 repositories listed
• Employing traditional machine learning algorithms for big data streams analysis: the case of object trajectory prediction
  1 Sep 2016 0 repositories listed
• Modality: logic, semantics, annotation and machine learning
  1 Sep 2016 0 repositories listed
• Measuring the Quality of Exercises
  31 Aug 2016 0 repositories listed
• Human-Algorithm Interaction Biases in the Big Data Cycle: A Markov Chain Iterated Learning Framework
  29 Aug 2016 0 repositories listed
• Space-Filling Curves as a Novel Crystal Structure Representation for Machine Learning Models
  19 Aug 2016 0 repositories listed
• TerpreT: A Probabilistic Programming Language for Program Induction
  15 Aug 2016 0 repositories listed
• Using Machine Learning to Decide When to Precondition Cylindrical Algebraic Decomposition With Groebner Bases
  15 Aug 2016 0 repositories listed
• Machine Learning with Memristors via Thermodynamic RAM
  14 Aug 2016 0 repositories listed
• Distributed Optimization for Client-Server Architecture with Negative Gradient Weights
  12 Aug 2016 0 repositories listed
• Rapid Classification of Crisis-Related Data on Social Networks using Convolutional Neural Networks
  12 Aug 2016 0 repositories listed
• A machine learning method for the large-scale evaluation of urban visual environment
  11 Aug 2016 0 repositories listed
• Semi-Supervised Prediction of Gene Regulatory Networks Using Machine Learning Algorithms
  11 Aug 2016 0 repositories listed
• Liftago On-Demand Transport Dataset and Market Formation Algorithm Based on Machine Learning
  9 Aug 2016 0 repositories listed
• A Stackelberg Game Perspective on the Conflict Between Machine Learning and Data Obfuscation
  8 Aug 2016 0 repositories listed
• How Much Did it Rain? Predicting Real Rainfall Totals Based on Radar Data
  6 Aug 2016 0 repositories listed
• Spoofing 2D Face Detection: Machines See People Who Aren't There
  6 Aug 2016 0 repositories listed
• Permutation NMF
  3 Aug 2016 0 repositories listed
• High Accuracy Android Malware Detection Using Ensemble Learning
  2 Aug 2016 0 repositories listed
• PageRank in Malware Categorization
  2 Aug 2016 0 repositories listed
• A Machine Learning Approach to Clinical Terms Normalization
  1 Aug 2016 0 repositories listed
• An Advanced Press Review System Combining Deep News Analysis and Machine Learning Algorithms
  1 Aug 2016 0 repositories listed
• Identifying First Episodes of Psychosis in Psychiatric Patient Records using Machine Learning
  1 Aug 2016 0 repositories listed
• Theory of the GMM Kernel
  1 Aug 2016 0 repositories listed
• Cognitive Science in the era of Artificial Intelligence: A roadmap for reverse-engineering the infant language-learner
  29 Jul 2016 0 repositories listed
• Darknet and Deepnet Mining for Proactive Cybersecurity Threat Intelligence
  28 Jul 2016 0 repositories listed
• VHT: Vertical Hoeffding Tree
  28 Jul 2016 0 repositories listed
• Android Malware Detection Using Parallel Machine Learning Classifiers
  27 Jul 2016 0 repositories listed