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Code Code Available 5 Identifying Causal Effects using Instrumental Time Series: Nuisance IV and Correcting for the Past Mar 11, 2022 regression Time Series
Code Code Available 5 Identifying cross country skiing techniques using power meters in ski poles Apr 23, 2019 BIG-bench Machine Learning Time Series
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Code Code Available 5 A toolkit for data-driven discovery of governing equations in high-noise regimes Nov 8, 2021 Equation Discovery Model Discovery
Code Code Available 5 Homological Time Series Analysis of Sensor Signals from Power Plants Jun 3, 2021 Time Series Time Series Analysis
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Code Code Available 5 Highly Scalable and Provably Accurate Classification in Poincare Balls Sep 8, 2021 Classification Time Series Analysis
Code Code Available 5 Human Activity Recognition using Multi-Head CNN followed by LSTM Feb 21, 2020 Activity Recognition BIG-bench Machine Learning
Code Code Available 5 Analyzing Linear Dynamical Systems: From Modeling to Coding and Learning Aug 3, 2016 Dictionary Learning General Classification
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Code Code Available 5 HigeNet: A Highly Efficient Modeling for Long Sequence Time Series Prediction in AIOps Nov 13, 2022 CPU Time Series
Code Code Available 5 High dimensional regression for regenerative time-series: an application to road traffic modeling Oct 24, 2019 regression Time Series
Code Code Available 5 Hidden Parameter Recurrent State Space Models For Changing Dynamics Scenarios Jun 29, 2022 State Space Models Time Series
Code Code Available 5 Analyzing Dynamical Brain Functional Connectivity As Trajectories on Space of Covariance Matrices Apr 10, 2019 Clustering Dimensionality Reduction
Code Code Available 5 Hide-and-Seek Privacy Challenge Jul 23, 2020 De-identification Synthetic Data Generation
Code Code Available 5 HGV4Risk: Hierarchical Global View-guided Sequence Representation Learning for Risk Prediction Nov 15, 2022 Graph Embedding Prediction
Code Code Available 5 Hierarchical Attention-Based Recurrent Highway Networks for Time Series Prediction Jun 2, 2018 Prediction Time Series
Code Code Available 5 High-dimensional regression with potential prior information on variable importance Sep 23, 2021 regression Time Series
Code Code Available 5 Harnessing the power of Topological Data Analysis to detect change points in time series Oct 28, 2019 Change Point Detection Time Series
Code Code Available 5 Guiding Sentiment Analysis with Hierarchical Text Clustering: Analyzing the German X/Twitter Discourse on Face Masks in the 2020 COVID-19 Pandemic Aug 1, 2024 Clustering Data Visualization
Code Code Available 5 Guidelines for Augmentation Selection in Contrastive Learning for Time Series Classification Jul 12, 2024 Activity Recognition Contrastive Learning
Code Code Available 5 Half-sibling regression meets exoplanet imaging: PSF modeling and subtraction using a flexible, domain knowledge-driven, causal framework Apr 7, 2022 Denoising Pupil Tracking
Code Code Available 5 Analysis of Thai Capital Market Linkages: Part I. Bivariate Copula Approach Aug 8, 2020 Time Series Time Series Analysis
Code Code Available 5 A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data Nov 20, 2018 Anomaly Detection Decoder
Code Code Available 5 GTEA: Inductive Representation Learning on Temporal Interaction Graphs via Temporal Edge Aggregation Sep 11, 2020 Inductive Learning Node Classification
Code Code Available 5 HERMES: Hybrid Error-corrector Model with inclusion of External Signals for nonstationary fashion time series Feb 7, 2022 Causal Inference Time Series
Code Code Available 5 ATCN: Resource-Efficient Processing of Time Series on Edge Nov 10, 2020 General Classification Heartbeat Classification
Code Code Available 5 Graph Gamma Process Generalized Linear Dynamical Systems Jul 25, 2020 Time Series Time Series Analysis
Code Code Available 5 Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network Oct 14, 2019 Graph Neural Network Inductive Bias
Code Code Available 5 Same Root Different Leaves: Time Series and Cross-Sectional Methods in Panel Data Jul 29, 2022 regression Time Series
Code Code Available 5 Graph Edit Networks Jan 1, 2021 Attribute Graph Generation
Code Code Available 5 Gradient-free training of recurrent neural networks Oct 30, 2024 Time Series Time Series Analysis
Code Code Available 5 Granger Causality using Neural Networks Aug 7, 2022 EEG Electroencephalogram (EEG)
Code Code Available 5 GP-ConvCNP: Better Generalization for Convolutional Conditional Neural Processes on Time Series Data Jun 9, 2021 Time Series Time Series Analysis
Code Code Available 5 GRATIS: GeneRAting TIme Series with diverse and controllable characteristics Mar 7, 2019 Benchmarking Clustering
Code Code Available 5 Hybrid Deep Neural Networks to Infer State Models of Black-Box Systems Aug 26, 2020 Anomaly Detection C++ code
Code Code Available 5 Generative Optimization Networks for Memory Efficient Data Generation Oct 6, 2021 Anomaly Detection Time Series
Code Code Available 5 