Sahara Ali

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Learning Models

Top Venues

Publications

Omar Faruque, Sahara Ali, Xue Zheng, Jianwu Wang
TS-CausalNN: Learning Temporal Causal Relations from Non-linear Non-stationary Time Series Data. CoRR (2024)
Sahara Ali, Omar Faruque, Jianwu Wang
Estimating Direct and Indirect Causal Effects of Spatiotemporal Interventions in Presence of Spatial Interference. CoRR (2024)
Sahara Ali, Uzma Hasan, Xingyan Li, Omar Faruque, Akila Sampath, Yiyi Huang, Md. Osman Gani, Jianwu Wang
Causality for Earth Science - A Review on Time-series and Spatiotemporal Causality Methods. CoRR (2024)
Sahara Ali, Omar Faruque, Jianwu Wang
Quantifying Causes of Arctic Amplification via Deep Learning based Time-series Causal Inference. CoRR (2023)
Louis Lapp, Sahara Ali, Jianwu Wang
Integrating Fourier Transform and Residual Learning for Arctic Sea Ice Forecasting. ICMLA (2023)
Sahara Ali, Omar Faruque, Yiyi Huang, Md. Osman Gani, Aneesh Subramanian, Nicole-Jeanne Schlegel, Jianwu Wang
Quantifying Causes of Arctic Amplification via Deep Learning Based Time-Series Causal Inference. ICMLA (2023)
Sahara Ali, Jianwu Wang
MT-IceNet - A Spatial and Multi-Temporal Deep Learning Model for Arctic Sea Ice Forecasting. CoRR (2023)
Sahara Ali, Jianwu Wang
MT-IceNet - A Spatial and Multi-Temporal Deep Learning Model for Arctic Sea Ice Forecasting. BDCAT (2022)
Sahara Ali, Seraj A. M. Mostafa, Xingyan Li, Sara Khanjani, Jianwu Wang, James Foulds, Vandana P. Janeja
Benchmarking Probabilistic Machine Learning Models for Arctic Sea Ice Forecasting. IGARSS (2022)
Eliot Kim, Peter Kruse, Skylar Lama, Jamal Bourne, Michael Hu, Sahara Ali, Yiyi Huang, Jianwu Wang
Multi-Task Deep Learning Based Spatiotemporal Arctic Sea Ice Forecasting. IEEE BigData (2021)
Sahara Ali, Yiyi Huang, Xin Huang, Jianwu Wang
Sea Ice Forecasting using Attention-based Ensemble LSTM. CoRR (2021)
Xin Huang, Sahara Ali, Chenxi Wang, Zeyu Ning, Sanjay Purushotham, Jianwu Wang, Zhibo Zhang
Deep Domain Adaptation based Cloud Type Detection using Active and Passive Satellite Data. IEEE BigData (2020)