| New Coresets for Projective Clustering and Applications | Mar 8, 2022 | Clusteringregression | CodeCode Available | 0 |
| On Robust Inference in Time Series Regression | Mar 8, 2022 | regressionTime Series | —Unverified | 0 |
| Informative Planning for Worst-Case Error Minimisation in Sparse Gaussian Process Regression | Mar 8, 2022 | regression | —Unverified | 0 |
| Kernel Packet: An Exact and Scalable Algorithm for Gaussian Process Regression with Matérn Correlations | Mar 7, 2022 | regression | —Unverified | 0 |
| On the Construction of Distribution-Free Prediction Intervals for an Image Regression Problem in Semiconductor Manufacturing | Mar 7, 2022 | Conformal PredictionPhilosophy | —Unverified | 0 |
| EEG to fMRI Synthesis Benefits from Attentional Graphs of Electrode Relationships | Mar 7, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| S-Rocket: Selective Random Convolution Kernels for Time Series Classification | Mar 7, 2022 | Combinatorial Optimizationregression | CodeCode Available | 1 |
| Weighted-average quantile regression | Mar 6, 2022 | quantile regressionregression | —Unverified | 0 |
| Convergence of the Distributed SG Algorithm Under Cooperative Excitation Condition | Mar 5, 2022 | regression | —Unverified | 0 |
| Distributional Hardness Against Preconditioned Lasso via Erasure-Robust Designs | Mar 5, 2022 | compressed sensingregression | —Unverified | 0 |
| A Robust Statistical Analysis of the Role of Hydropower on the System Electricity Price and Price Volatility | Mar 4, 2022 | quantile regressionregression | —Unverified | 0 |
| Machine learning model to project the impact of Ukraine crisis | Mar 3, 2022 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Accelerated SGD for Non-Strongly-Convex Least Squares | Mar 3, 2022 | regression | —Unverified | 0 |
| The Definitive Guide to Automated Regression Testing | Mar 3, 2022 | regressionsoftware testing | —Unverified | 0 |
| Are Latent Factor Regression and Sparse Regression Adequate? | Mar 2, 2022 | Dimensionality Reductionregression | —Unverified | 0 |
| Bayesian adaptive and interpretable functional regression for exposure profiles | Mar 1, 2022 | Bayesian Inferenceregression | CodeCode Available | 0 |
| Contrasting random and learned features in deep Bayesian linear regression | Mar 1, 2022 | Learning Theoryregression | —Unverified | 0 |
| Results Merging in the Patent Domain | Mar 1, 2022 | regressionRetrieval | —Unverified | 0 |
| NeuRecover: Regression-Controlled Repair of Deep Neural Networks with Training History | Mar 1, 2022 | regression | —Unverified | 0 |
| Minimax Risk in Estimating Kink Threshold and Testing Continuity | Mar 1, 2022 | regression | —Unverified | 0 |
| Performance of Distribution Regression with Doubling Measure under the seek of Closest Point | Mar 1, 2022 | regression | —Unverified | 0 |
| Semi-supervised Nonnegative Matrix Factorization for Document Classification | Feb 28, 2022 | ClassificationDocument Classification | —Unverified | 0 |
| Deep Camera Pose Regression Using Pseudo-LiDAR | Feb 28, 2022 | 3D Object DetectionAutonomous Vehicles | —Unverified | 0 |
| Pattern Based Multivariable Regression using Deep Learning (PBMR-DP) | Feb 28, 2022 | Deep Learningregression | —Unverified | 0 |
| Evaluating High-Order Predictive Distributions in Deep Learning | Feb 28, 2022 | Deep Learningregression | CodeCode Available | 1 |
| Optimal Online Generalized Linear Regression with Stochastic Noise and Its Application to Heteroscedastic Bandits | Feb 28, 2022 | regression | —Unverified | 0 |
| Bayesian Active Learning for Discrete Latent Variable Models | Feb 27, 2022 | Active LearningDecision Making | —Unverified | 0 |
| Bayesian Ridge Regression Based Model to Predict Fault Location in HVdc Network | Feb 26, 2022 | regressionSensitivity | —Unverified | 0 |
| Multi-Layer Perceptron Neural Network for Improving Detection Performance of Malicious Phishing URLs Without Affecting Other Attack Types Classification | Feb 25, 2022 | BIG-bench Machine LearningFeature Engineering | —Unverified | 0 |
| Scalable Gaussian-process regression and variable selection using Vecchia approximations | Feb 25, 2022 | regressionVariable Selection | CodeCode Available | 0 |
| Learning to Liquidate Forex: Optimal Stopping via Adaptive Top-K Regression | Feb 25, 2022 | regression | —Unverified | 0 |
| ANTLER: Bayesian Nonlinear Tensor Learning and Modeler for Unstructured, Varying-Size Point Cloud Data | Feb 25, 2022 | Dimensionality ReductionQuantization | —Unverified | 0 |
| Variational inference for large Bayesian vector autoregressions | Feb 25, 2022 | regressionVariational Inference | —Unverified | 0 |
| Reconstruction of Perceived Images from fMRI Patterns and Semantic Brain Exploration using Instance-Conditioned GANs | Feb 25, 2022 | Image GenerationPlaying the Game of 2048 | CodeCode Available | 1 |
| On Monocular Depth Estimation and Uncertainty Quantification using Classification Approaches for Regression | Feb 24, 2022 | 3D ReconstructionAutonomous Driving | —Unverified | 0 |
| Exploring the Unfairness of DP-SGD Across Settings | Feb 24, 2022 | ClassificationDeep Learning | —Unverified | 0 |
| Optimal Convergence Rates of Deep Convolutional Neural Networks: Additive Ridge Functions | Feb 24, 2022 | regression | —Unverified | 0 |
| Sequential asset ranking in nonstationary time series | Feb 24, 2022 | regressionTime Series | —Unverified | 0 |
| Nowcasting the Financial Time Series with Streaming Data Analytics under Apache Spark | Feb 23, 2022 | regressionTime Series | —Unverified | 0 |
| Nuclei panoptic segmentation and composition regression with multi-task deep neural networks | Feb 23, 2022 | DecoderExplainable Models | —Unverified | 0 |
| Better Modelling Out-of-Distribution Regression on Distributed Acoustic Sensor Data Using Anchored Hidden State Mixup | Feb 23, 2022 | regression | —Unverified | 0 |
| Towards Speaker Age Estimation with Label Distribution Learning | Feb 23, 2022 | Age ClassificationAge Estimation | —Unverified | 0 |
| Deep Metric Learning-Based Semi-Supervised Regression With Alternate Learning | Feb 23, 2022 | Metric Learningparameter estimation | —Unverified | 0 |
| An Evaluation of the EEG alpha-to-theta and theta-to-alpha band Ratios as Indexes of Mental Workload | Feb 22, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| From Optimization Dynamics to Generalization Bounds via Łojasiewicz Gradient Inequality | Feb 22, 2022 | BIG-bench Machine LearningGeneralization Bounds | —Unverified | 0 |
| Confident Neural Network Regression with Bootstrapped Deep Ensembles | Feb 22, 2022 | Prediction Intervalsregression | CodeCode Available | 0 |
| Distilled Neural Networks for Efficient Learning to Rank | Feb 22, 2022 | CPUInformation Retrieval | CodeCode Available | 0 |
| Honour Thesis: A Joint Value at Risk and Expected Shortfall Combination Framework and its Applications in the Cryptocurrency Market | Feb 21, 2022 | Managementregression | —Unverified | 0 |
| Estimation of Evaporator Valve Sizes in Supermarket Refrigeration Cabinets | Feb 21, 2022 | regressionTime Series Analysis | —Unverified | 0 |
| Memorize to Generalize: on the Necessity of Interpolation in High Dimensional Linear Regression | Feb 20, 2022 | regression | —Unverified | 0 |