conftrace_

time series forecasting

364 papers

Explore in graph

Also known as

TSF

Co-occurring keywords

multivariate time series (139) deep learning (2118) attention mechanism (4001) large language model (13587) time series (435) graph neural network (3962) probabilistic forecasting (45) representation learning (6206) neural network (6616) transformer architecture (1560)

Papers

Modelling the Working Week for Multi-Step Forecasting using Gaussian Process Regression IJCAI 2017
Correcting Forecasts with Multifactor Neural Attention ICML 2016
Learning Theory and Algorithms for Forecasting Non-stationary Time Series NIPS 2015
Fast Multivariate Spatio-temporal Analysis via Low Rank Tensor Learning NIPS 2014
Analytic Long-Term Forecasting with Periodic Gaussian Processes AISTATS 2014
Boosting multi-step autoregressive forecasts ICML 2014
Ensembles for Time Series Forecasting ACML 2014
Fast Kernel Learning for Multidimensional Pattern Extrapolation NIPS 2014
Locally Adaptive Bayesian Multivariate Time Series NIPS 2013
Optimally Fuzzy Temporal Memory JMLR 2013
Adaptive Learning of Smoothing Functions: Application to Electricity Load Forecasting NIPS 2012
Copula Processes NIPS 2010
Forecasting Web Page Views: Methods and Observations JMLR 2008
Augmented Functional Time Series Representation and Forecasting with Gaussian Processes NIPS 2007