Abdul-Saboor Sheikh

Publication Activity (10 Years)

Years Active: 2008-2021
Publications (10 Years): 14

Top Venues

CoRR

NIPS

RecSys

SDM

Technical University of Berlin, Germany (PHD)

Education History

Technical University of Berlin, Germany

PHD

Publications

Kashif Rasul, Abdul-Saboor Sheikh, Ingmar Schuster, Urs M. Bergmann, Roland Vollgraf
Multivariate Probabilistic Time Series Forecasting via Conditioned Normalizing Flows. ICLR (2021)
Julia Lasserre, Abdul-Saboor Sheikh, Evgenii Koriagin, Urs Bergmann, Roland Vollgraf, Reza Shirvany
Meta-Learning for Size and Fit Recommendation in Fashion. SDM (2020)
Kashif Rasul, Abdul-Saboor Sheikh, Ingmar Schuster, Urs Bergmann, Roland Vollgraf
Multi-variate Probabilistic Time Series Forecasting via Conditioned Normalizing Flows. CoRR (2020)
Georgios Exarchakis, Jörg Bornschein, Abdul-Saboor Sheikh, Zhenwen Dai, Marc Henniges, Jakob Drefs, Jörg Lücke
ProSper - A Python Library for Probabilistic Sparse Coding with Non-Standard Priors and Superpositions. CoRR (2019)
Abdul-Saboor Sheikh, Nicol S. Harper, Jakob Drefs, Yosef Singer, Zhenwen Dai, Richard E. Turner, Jörg Lücke
STRFs in primary auditory cortex emerge from masking-based statistics of natural sounds. PLoS Comput. Biol. 15 (1) (2019)
Romain Guigourès, Yuen King Ho, Evgenii Koriagin, Abdul-Saboor Sheikh, Urs Bergmann, Reza Shirvany
A Hierarchical Bayesian Model for Size Recommendation in Fashion. CoRR (2019)
Andreas Merentitis, Kashif Rasul, Roland Vollgraf, Abdul-Saboor Sheikh, Urs Bergmann
A Bandit Framework for Optimal Selection of Reinforcement Learning Agents. CoRR (2019)
Abdul-Saboor Sheikh, Romain Guigourès, Evgenii Koriagin, Yuen King Ho, Reza Shirvany, Roland Vollgraf, Urs Bergmann
A deep learning system for predicting size and fit in fashion e-commerce. RecSys (2019)
Abdul-Saboor Sheikh, Romain Guigourès, Evgenii Koriagin, Yuen King Ho, Reza Shirvany, Roland Vollgraf, Urs Bergmann
A Deep Learning System for Predicting Size and Fit in Fashion E-Commerce. CoRR (2019)
Romain Guigourès, Yuen King Ho, Evgenii Koriagin, Abdul-Saboor Sheikh, Urs Bergmann, Reza Shirvany
A hierarchical bayesian model for size recommendation in fashion. RecSys (2018)
Dennis Forster, Abdul-Saboor Sheikh, Jörg Lücke
Neural Simpletrons: Learning in the Limit of Few Labels with Directed Generative Networks. Neural Comput. 30 (8) (2018)
Abdul-Saboor Sheikh, Kashif Rasul, Andreas Merentitis, Urs Bergmann
Stochastic Maximum Likelihood Optimization via Hypernetworks. CoRR (2017)
Abdul-Saboor Sheikh, Jörg Lücke
Select-and-Sample for Spike-and-Slab Sparse Coding. NIPS (2016)
Dennis Forster, Abdul-Saboor Sheikh, Jörg Lücke
Neural Simpletrons - Minimalistic Probabilistic Networks for Learning With Few Labels. CoRR (2015)
Abdul-Saboor Sheikh, Jacquelyn A. Shelton, Jörg Lücke
A truncated EM approach for spike-and-slab sparse coding. J. Mach. Learn. Res. 15 (1) (2014)
Jörg Lücke, Abdul-Saboor Sheikh
Closed-Form EM for Sparse Coding and Its Application to Source Separation. LVA/ICA (2012)
Jacquelyn A. Shelton, Philip Sterne, Jörg Bornschein, Abdul-Saboor Sheikh, Jörg Lücke
Why MCA? Nonlinear sparse coding with spike-and-slab prior for neurally plausible image encoding. NIPS (2012)
Jacquelyn A. Shelton, Jörg Bornschein, Abdul-Saboor Sheikh, Pietro Berkes, Jörg Lücke
Select and Sample - A Model of Efficient Neural Inference and Learning. NIPS (2011)
Amr Ahmed, Andrew Arnold, Luís Pedro Coelho, Joshua D. Kangas, Abdul-Saboor Sheikh, Eric P. Xing, William W. Cohen, Robert F. Murphy
Structured literature image finder: Parsing text and figures in biomedical literature. J. Web Semant. 8 (2-3) (2010)
Luís Pedro Coelho, Amr Ahmed, Andrew Arnold, Joshua D. Kangas, Abdul-Saboor Sheikh, Eric P. Xing, William W. Cohen, Robert F. Murphy
Structured Literature Image Finder: Extracting Information from Text and Images in Biomedical Literature. BioLINK@ISMB/ECCB (2008)

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Publication Activity (10 Years)

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Abdul-Saboor Sheikh