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Papers

Showing 73017350 of 9169 papers

TitleStatusHype
Architectural Tricks for Deep Learning in Remote Photoplethysmography0
An Information Theory Approach on Deciding Spectroscopic Follow UpsCode0
Deep Learning for Stock Selection Based on High Frequency Price-Volume Data0
Dynamic Time Warp Convolutional Networks0
Deep Hedging: Learning to Simulate Equity Option MarketsCode0
Seasonally-Adjusted Auto-Regression of Vector Time Series0
Application of Gaussian Process Regression to Koopman Mode Decomposition for Noisy Dynamic Data0
Optimal Transport Based Change Point Detection and Time Series Segment Clustering0
Online Debiasing for Adaptively Collected High-dimensional Data with Applications to Time Series Analysis0
Novel semi-metrics for multivariate change point analysis and anomaly detection0
Framework for Inferring Following Strategies from Time Series of Movement DataCode0
DSANet: Dual Self-Attention Network for Multivariate Time Series ForecastingCode0
Generalizing to unseen domains via distribution matchingCode0
Variational Bayesian inference of hidden stochastic processes with unknown parameters0
Deep-Gap: A deep learning framework for forecasting crowdsourcing supply-demand gap based on imaging time series and residual learning0
Room to Glo: A Systematic Comparison of Semantic Change Detection Approaches with Word Embeddings0
Road Surface Friction Prediction Using Long Short-Term Memory Neural Network Based on Historical Data0
Research and application of time series algorithms in centralized purchasing data0
LFZip: Lossy compression of multivariate floating-point time series data via improved predictionCode0
Identifying Predictive Causal Factors from News Streams0
Detecting correlations and triangular arbitrage opportunities in the Forex by means of multifractal detrended cross-correlations analysis0
Deep convolutional neural networks for multi-scale time-series classification and application to disruption prediction in fusion devicesCode0
Outliagnostics: Visualizing Temporal Discrepancy in Outlying Signatures of Data Entries0
Convolutional Conditional Neural ProcessesCode0
Harnessing the power of Topological Data Analysis to detect change points in time seriesCode0
Large-Scale Characterization and Segmentation of Internet Path Delays with Infinite HMMsCode0
Deep Learning for Plasma Tomography and Disruption Prediction from Bolometer Data0
Causal inference for climate change events from satellite image time series using computer vision and deep learning0
Time Series Vector Autoregression Prediction of the Ecological Footprint based on Energy Parameters0
Textual Data for Time Series Forecasting0
High dimensional regression for regenerative time-series: an application to road traffic modelingCode0
Self-attention for raw optical Satellite Time Series ClassificationCode0
Wasserstein total variation filtering0
Winning the ICCV 2019 Learning to Drive Challenge0
MLAT: Metric Learning for kNN in Streaming Time Series0
Inference of Binary Regime Models with Jump Discontinuities0
Critical Transitions in Intensive Care Units: A Sepsis Case Study0
Study of the impact of climate change on precipitation in Paris area using method based on iterative multiscale dynamic time warping (IMS-DTW)0
Content Removal as a Moderation Strategy: Compliance and Other Outcomes in the ChangeMyView Community0
Generalised learning of time-series: Ornstein-Uhlenbeck processes0
Collapsed Amortized Variational Inference for Switching Nonlinear Dynamical Systems0
Order patterns, their variation and change points in financial time series and Brownian motion0
Entropic Dynamic Time Warping Kernels for Co-evolving Financial Time Series Analysis0
You May Not Need Order in Time Series Forecasting0
Coupling Oceanic Observation Systems to Study Mesoscale Ocean DynamicsCode0
Temporal Network Sampling0
Forecasting under Long Memory and Nonstationarity0
Variationally Inferred Sampling Through a Refined BoundCode0
Scalable Gradients and Variational Inference for Stochastic Differential Equations0
Deep Amortized Variational Inference for Multivariate Time Series Imputation with Latent Gaussian Process Models0
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