| Handling Missing Observations with an RNN-based Prediction-Update Cycle | Mar 22, 2021 | ImputationState Estimation | —Unverified | 0 |
| An Experimental Review on Deep Learning Architectures for Time Series Forecasting | Mar 22, 2021 | Deep LearningTime Series | CodeCode Available | 1 |
| Markov Modeling of Time-Series Data using Symbolic Analysis | Mar 20, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| An Empirical Framework for Domain Generalization in Clinical Settings | Mar 20, 2021 | Domain GeneralizationTime Series | CodeCode Available | 1 |
| Graph Attention Recurrent Neural Networks for Correlated Time Series Forecasting -- Full version | Mar 19, 2021 | Correlated Time Series ForecastingGraph Attention | —Unverified | 0 |
| Sparse Algorithms for Markovian Gaussian Processes | Mar 19, 2021 | Bayesian InferenceGaussian Processes | CodeCode Available | 0 |
| Joint Parameter Discovery and Generative Modeling of Dynamic Systems | Mar 19, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Lossless compression with state space models using bits back coding | Mar 18, 2021 | State Space ModelsTime Series | CodeCode Available | 0 |
| Learning Time Series from Scale Information | Mar 18, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning Discriminative Prototypes with Dynamic Time Warping | Mar 17, 2021 | Action SegmentationDynamic Time Warping | CodeCode Available | 1 |
| Soft and subspace robust multivariate rank tests based on entropy regularized optimal transport | Mar 16, 2021 | Change Point DetectionTime Series | CodeCode Available | 0 |
| Deep Time Series Models for Scarce Data | Mar 16, 2021 | Model SelectionTime Series | —Unverified | 0 |
| Tomography of time-dependent quantum spin networks with machine learning | Mar 15, 2021 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Interpretable Feature Construction for Time Series Extrinsic Regression | Mar 15, 2021 | Benchmarkingregression | —Unverified | 0 |
| Online Learning with Radial Basis Function Networks | Mar 15, 2021 | ClusteringContinual Learning | —Unverified | 0 |
| A machine learning approach to itinerary-level booking prediction in competitive airline markets | Mar 15, 2021 | BIG-bench Machine LearningDemand Forecasting | —Unverified | 0 |
| Hierarchical forecasting with a top-down alignment of independent level forecasts | Mar 15, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Double Articulation Analyzer with Prosody for Unsupervised Word and Phoneme Discovery | Mar 15, 2021 | Language ModellingTime Series | CodeCode Available | 0 |
| Modeling and forecasting Spread of COVID-19 epidemic in Iran until Sep 22, 2021, based on deep learning | Mar 15, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A novel weighted approach for time series forecasting based on visibility graph | Mar 14, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting | Mar 13, 2021 | Graph Neural NetworkMultivariate Time Series Forecasting | CodeCode Available | 1 |
| Visualising Deep Network's Time-Series Representations | Mar 12, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| How to Train Your Flare Prediction Model: Revisiting Robust Sampling of Rare Events | Mar 12, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Estimating the causal effect of an intervention in a time series setting: the C-ARIMA approach | Mar 11, 2021 | Causal InferenceEconometrics | —Unverified | 0 |
| Affect2MM: Affective Analysis of Multimedia Content Using Emotion Causality | Mar 11, 2021 | Scene UnderstandingTime Series | CodeCode Available | 1 |