Real-time Forecasting of Time Series in Financial Markets Using
Sequentially Trained Many-to-one LSTMs

Real-time Forecasting of Time Series in Financial Markets Using Sequentially Trained Many-to-one LSTMs

10 May 2022

Kelum Gajamannage

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Papers citing "Real-time Forecasting of Time Series in Financial Markets Using Sequentially Trained Many-to-one LSTMs"

13 / 13 papers shown

Title
Reconstruction of Fragmented Trajectories of Collective Motion using Hadamard Deep Autoencoders Kelum Gajamannage Yonggi Park Randy Paffenroth A. Jayasumana 27 8 0 20 Oct 2021
Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting Bryan Lim Sercan O. Arik Nicolas Loeff Tomas Pfister AI4TS 132 1,476 0 19 Dec 2019
Bounded Manifold Completion Kelum Gajamannage Randy Paffenroth 40 10 0 19 Dec 2019
N-BEATS: Neural basis expansion analysis for interpretable time series forecasting Boris N. Oreshkin Dmitri Carpov Nicolas Chapados Yoshua Bengio AI4TS 131 1,067 0 24 May 2019
On the Convergence Rate of Training Recurrent Neural Networks Zeyuan Allen-Zhu Yuanzhi Li Zhao Song 200 192 0 29 Oct 2018
A Nonlinear Dimensionality Reduction Framework Using Smooth Geodesics Kelum Gajamannage Randy Paffenroth Erik Bollt 42 28 0 21 Jul 2017
DeepAR: Probabilistic Forecasting with Autoregressive Recurrent Networks David Salinas Valentin Flunkert Jan Gasthaus AI4TS UQCV BDL 96 2,134 0 13 Apr 2017
Deep LSTM for Large Vocabulary Continuous Speech Recognition Xudong Tian Jun Zhang Zejun Ma Yi He Juan Wei Peihao Wu Wenchang Situ Shuai Li Yang Zhang 48 30 0 21 Mar 2017
Residual LSTM: Design of a Deep Recurrent Architecture for Distant Speech Recognition Jaeyoung Kim Mostafa El-Khamy Jungwon Lee AI4TS 92 181 0 10 Jan 2017
Memory-Efficient Backpropagation Through Time A. Gruslys Rémi Munos Ivo Danihelka Marc Lanctot Alex Graves 73 229 0 10 Jun 2016
Quantifying the vanishing gradient and long distance dependency problem in recursive neural networks and recursive LSTMs Phong Le Willem H. Zuidema 68 59 0 01 Mar 2016
Identifying manifolds underlying group motion in Vicsek agents Kelum Gajamannage S. Butail Maurizio Porfiri Erik Bollt 33 16 0 12 Aug 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,433 0 22 Dec 2014