Yousef El-Laham | DeepAI

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Featured Co-authors

Yan Liu
130 publications
Alexandros Iosifidis
126 publications
Liu Yang
73 publications
Victor Elvira
35 publications
Niccolò Dalmasso
20 publications
Svitlana Vyetrenko
17 publications
Günther Koliander
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Defu Cao
9 publications
Petar M. Djuric
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Elizabeth Fons
6 publications
Loc Trinh
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∙ 07/03/2023

MADS: Modulated Auto-Decoding SIREN for time series imputation

Time series imputation remains a significant challenge across many field...

0 Tom Bamford, et al. ∙

∙ 06/12/2023

Deep Gaussian Mixture Ensembles

This work introduces a novel probabilistic deep learning technique calle...

0 Yousef El-Laham, et al. ∙

∙ 11/17/2022

DSLOB: A Synthetic Limit Order Book Dataset for Benchmarking Forecasting Algorithms under Distributional Shift

In electronic trading markets, limit order books (LOBs) provide informat...

0 Defu Cao, et al. ∙

∙ 09/22/2022

StyleTime: Style Transfer for Synthetic Time Series Generation

Neural style transfer is a powerful computer vision technique that can i...

0 Yousef El-Laham, et al. ∙

∙ 08/11/2022

HyperTime: Implicit Neural Representation for Time Series

Implicit neural representations (INRs) have recently emerged as a powerf...

51 Elizabeth Fons, et al. ∙

∙ 02/23/2022

Fusion of Probability Density Functions

Fusing probabilistic information is a fundamental task in signal and dat...

0 Günther Koliander, et al. ∙

∙ 09/09/2020

Particle Filtering Under General Regime Switching

In this paper, we consider a new framework for particle filtering under ...

0 Yousef El-Laham, et al. ∙

∙ 05/31/2018

Robust Covariance Adaptation in Adaptive Importance Sampling

Importance sampling (IS) is a Monte Carlo methodology that allows for ap...

0 Yousef El-Laham, et al. ∙

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