El-Laham, Yousef

8 publications

ICML 2025 LSCD: Lomb–Scargle Conditioned Diffusion for Time Series Imputation Elizabeth Fons, Alejandro Sztrajman, Yousef El-Laham, Luciana Ferrer, Svitlana Vyetrenko, Manuela Veloso

UAI 2025 Mixup Regularization: A Probabilistic Perspective Yousef El-Laham, Niccolo Dalmasso, Svitlana Vyetrenko, Vamsi K. Potluru, Manuela Veloso

TMLR 2025 Variational Neural Stochastic Differential Equations with Change Points Yousef El-Laham, Zhongchang Sun, Haibei Zhu, Tucker Balch, Svitlana Vyetrenko

NeurIPSW 2024 A Language Model-Guided Framework for Mining Time Series with Distributional Shifts Haibei Zhu, Yousef El-Laham, Elizabeth Fons, Svitlana Vyetrenko

TMLR 2024 iHyperTime: Interpretable Time Series Generation with Implicit Neural Representations Elizabeth Fons, Alejandro Sztrajman, Yousef El-Laham, Andrea Coletta, Alexandros Iosifidis, Svitlana Vyetrenko

UAI 2023 Deep Gaussian Mixture Ensembles Yousef El-Laham, Niccolo Dalmasso, Elizabeth Fons, Svitlana Vyetrenko

NeurIPSW 2022 A Synthetic Limit Order Book Dataset for Benchmarking Forecasting Algorithms Under Distributional Shift Defu Cao, Yousef El-Laham, Loc Trinh, Svitlana Vyetrenko, Yan Liu

NeurIPSW 2022 HyperTime: Implicit Neural Representations for Time Series Elizabeth Fons, Alejandro Sztrajman, Yousef El-Laham, Alexandros Iosifidis, Svitlana Vyetrenko