| Data Set Description: Identifying the Physics Behind an Electric Motor -- Data-Driven Learning of the Electrical Behavior (Part II) | Mar 13, 2020 | Model Predictive Controlvalid | —Unverified | 0 |
| Hybrid Attention-Based Transformer Block Model for Distant Supervision Relation Extraction | Mar 10, 2020 | RelationRelation Extraction | —Unverified | 0 |
| Towards Patient Record Summarization Through Joint Phenotype Learning in HIV Patients | Mar 9, 2020 | validVariational Inference | —Unverified | 0 |
| Weighted Encoding Based Image Interpolation With Nonlocal Linear Regression Model | Mar 4, 2020 | ClusteringImage Super-Resolution | —Unverified | 0 |
| Stochastic Calibration of Radio Interferometers | Mar 2, 2020 | valid | CodeCode Available | 0 |
| Adversarial Generation of Informative Trajectories for Dynamics System Identification | Mar 2, 2020 | Generative Adversarial Networkvalid | CodeCode Available | 0 |
| 3D Object Detection From LiDAR Data Using Distance Dependent Feature Extraction | Mar 2, 2020 | 3D Object Detectionobject-detection | CodeCode Available | 0 |
| Rational hyperbolic discounting | Feb 28, 2020 | valid | —Unverified | 0 |
| Structure-Adaptive Sequential Testing for Online False Discovery Rate Control | Feb 28, 2020 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Uncertainty Quantification for Sparse Deep Learning | Feb 26, 2020 | Deep LearningUncertainty Quantification | —Unverified | 0 |
| Language-Independent Tokenisation Rivals Language-Specific Tokenisation for Word Similarity Prediction | Feb 25, 2020 | Semantic SimilaritySemantic Textual Similarity | —Unverified | 0 |
| Molecular recognition between cadherins studied by a coarse-grained model interacting with a coevolutionary potential | Feb 25, 2020 | valid | —Unverified | 0 |
| An Assignment Problem Formulation for Dominance Move Indicator | Feb 25, 2020 | Multiobjective Optimizationvalid | —Unverified | 0 |
| Lagrangian Decomposition for Neural Network Verification | Feb 24, 2020 | GPUvalid | CodeCode Available | 0 |
| Handling the Positive-Definite Constraint in the Bayesian Learning Rule | Feb 24, 2020 | validVariational Inference | CodeCode Available | 0 |
| Learning Interpretable Error Functions for Combinatorial Optimization Problem Modeling | Feb 23, 2020 | Combinatorial Optimizationvalid | CodeCode Available | 0 |
| Generalisation error in learning with random features and the hidden manifold model | Feb 21, 2020 | regressionvalid | —Unverified | 0 |
| Hyperbolic Minesweeper is in P | Feb 21, 2020 | valid | —Unverified | 0 |
| Computing Valid p-value for Optimal Changepoint by Selective Inference using Dynamic Programming | Feb 21, 2020 | Computational Efficiencyvalid | CodeCode Available | 0 |
| Data Transformation Insights in Self-supervision with Clustering Tasks | Feb 18, 2020 | Clusteringvalid | —Unverified | 0 |
| Traffic Modelling and Prediction via Symbolic Regression on Road Sensor Data | Feb 14, 2020 | Managementregression | —Unverified | 0 |
| Efficient Adaptive Experimental Design for Average Treatment Effect Estimation | Feb 13, 2020 | Experimental Designvalid | —Unverified | 0 |
| The PHOTON Wizard -- Towards Educational Machine Learning Code Generators | Feb 13, 2020 | BIG-bench Machine Learningvalid | —Unverified | 0 |
| Testing Continuity of a Density via g-order statistics in the Regression Discontinuity Design | Feb 11, 2020 | regressionvalid | —Unverified | 0 |
| Rethinking Class-Prior Estimation for Positive-Unlabeled Learning | Feb 10, 2020 | valid | —Unverified | 0 |
| Online Covariance Matrix Estimation in Stochastic Gradient Descent | Feb 10, 2020 | parameter estimationvalid | —Unverified | 0 |
| Minimax Value Interval for Off-Policy Evaluation and Policy Optimization | Feb 6, 2020 | Efficient ExplorationOff-policy evaluation | —Unverified | 0 |
| Large Hole Image Inpainting With Compress-Decompression Network | Feb 1, 2020 | DecoderImage Inpainting | —Unverified | 0 |
| An Upper Bound of the Bias of Nadaraya-Watson Kernel Regression under Lipschitz Assumptions | Jan 29, 2020 | regressionvalid | —Unverified | 0 |
| The reproducing Stein kernel approach for post-hoc corrected sampling | Jan 25, 2020 | valid | —Unverified | 0 |
| Optimal estimation of sparse topic models | Jan 22, 2020 | Dimensionality ReductionTopic Models | —Unverified | 0 |
| Autocamera Calibration for traffic surveillance cameras with wide angle lenses | Jan 20, 2020 | valid | —Unverified | 0 |
| Effects of sparse rewards of different magnitudes in the speed of learning of model-based actor critic methods | Jan 18, 2020 | Deep Reinforcement LearningMuJoCo | —Unverified | 0 |
| Evolutionary Neural Architecture Search for Retinal Vessel Segmentation | Jan 18, 2020 | DecoderNeural Architecture Search | —Unverified | 0 |
| Control of the Final-Phase of Closed-Loop Visual Grasping using Image-Based Visual Servoing | Jan 16, 2020 | ObjectRobotic Grasping | —Unverified | 0 |
| Doubly Sparse Variational Gaussian Processes | Jan 15, 2020 | Gaussian ProcessesState Space Models | —Unverified | 0 |
| Correcting Decalibration of Stereo Cameras in Self-Driving Vehicles | Jan 15, 2020 | Autonomous VehiclesStereo Matching | —Unverified | 0 |
| Optimal rates for independence testing via U-statistic permutation tests | Jan 15, 2020 | valid | —Unverified | 0 |
| Joint Reasoning for Multi-Faceted Commonsense Knowledge | Jan 13, 2020 | valid | CodeCode Available | 0 |
| Fundamental Limits of Prediction, Generalization, and Recursion: An Entropic-Innovations Perspective | Jan 12, 2020 | Predictionvalid | —Unverified | 0 |
| An Investigation of Feature-based Nonrigid Image Registration using Gaussian Process | Jan 12, 2020 | Image Registrationvalid | —Unverified | 0 |
| Detecting New Word Meanings: A Comparison of Word Embedding Models in Spanish | Jan 12, 2020 | Keyword ExtractionPOS | —Unverified | 0 |
| How to Answer Why -- Evaluating the Explanations of AI Through Mental Model Analysis | Jan 11, 2020 | valid | —Unverified | 0 |
| Deep Network Approximation for Smooth Functions | Jan 9, 2020 | valid | —Unverified | 0 |
| High-Dimensional Independence Testing via Maximum and Average Distance Correlations | Jan 4, 2020 | validVocal Bursts Intensity Prediction | —Unverified | 0 |
| A Probability Density Theory for Spin-Glass Systems | Jan 3, 2020 | Combinatorial Optimizationvalid | —Unverified | 0 |
| Machine Learning--Driven Language Assessment | Jan 1, 2020 | BIG-bench Machine LearningLanguage Acquisition | —Unverified | 0 |
| Budgeted Online Influence Maximization | Jan 1, 2020 | valid | —Unverified | 0 |
| A Flexible Framework for Nonparametric Graphical Modeling that Accommodates Machine Learning | Jan 1, 2020 | BIG-bench Machine Learningvalid | —Unverified | 0 |
| On Semi-parametric Inference for BART | Jan 1, 2020 | BIG-bench Machine Learningregression | —Unverified | 0 |