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Abdul-Saboor Sheikh
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2020 – today
- 2021
- [c9]Kashif Rasul, Abdul-Saboor Sheikh, Ingmar Schuster, Urs M. Bergmann, Roland Vollgraf:
Multivariate Probabilistic Time Series Forecasting via Conditioned Normalizing Flows. ICLR 2021 - 2020
- [c8]Julia Lasserre, Abdul-Saboor Sheikh, Evgenii Koriagin, Urs Bergmann, Roland Vollgraf, Reza Shirvany:
Meta-Learning for Size and Fit Recommendation in Fashion. SDM 2020: 55-63 - [i7]Kashif Rasul, Abdul-Saboor Sheikh, Ingmar Schuster, Urs Bergmann, Roland Vollgraf:
Multi-variate Probabilistic Time Series Forecasting via Conditioned Normalizing Flows. CoRR abs/2002.06103 (2020)
2010 – 2019
- 2019
- [j4]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) - [c7]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: 110-118 - [i6]Andreas Merentitis, Kashif Rasul, Roland Vollgraf, Abdul-Saboor Sheikh, Urs Bergmann:
A Bandit Framework for Optimal Selection of Reinforcement Learning Agents. CoRR abs/1902.03657 (2019) - [i5]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 abs/1907.09844 (2019) - [i4]Romain Guigourès, Yuen King Ho, Evgenii Koriagin, Abdul-Saboor Sheikh, Urs Bergmann, Reza Shirvany:
A Hierarchical Bayesian Model for Size Recommendation in Fashion. CoRR abs/1908.00825 (2019) - [i3]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 abs/1908.06843 (2019) - 2018
- [j3]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) - [c6]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: 392-396 - 2017
- [b1]Abdul-Saboor Sheikh:
On scalable inference and learning in spike-and-slab sparse coding. Technical University of Berlin, Germany, 2017 - [i2]Abdul-Saboor Sheikh, Kashif Rasul, Andreas Merentitis, Urs Bergmann:
Stochastic Maximum Likelihood Optimization via Hypernetworks. CoRR abs/1712.01141 (2017) - 2016
- [c5]Abdul-Saboor Sheikh, Jörg Lücke:
Select-and-Sample for Spike-and-Slab Sparse Coding. NIPS 2016: 3927-3935 - 2015
- [i1]Dennis Forster, Abdul-Saboor Sheikh, Jörg Lücke:
Neural Simpletrons - Minimalistic Probabilistic Networks for Learning With Few Labels. CoRR abs/1506.08448 (2015) - 2014
- [j2]Abdul-Saboor Sheikh, Jacquelyn A. Shelton, Jörg Lücke:
A truncated EM approach for spike-and-slab sparse coding. J. Mach. Learn. Res. 15(1): 2653-2687 (2014) - 2012
- [c4]Jörg Lücke, Abdul-Saboor Sheikh:
Closed-Form EM for Sparse Coding and Its Application to Source Separation. LVA/ICA 2012: 213-221 - [c3]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: 2285-2293 - 2011
- [c2]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: 2618-2626 - 2010
- [j1]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): 151-154 (2010)
2000 – 2009
- 2008
- [c1]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: 23-32
Coauthor Index
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last updated on 2024-04-25 05:45 CEST by the dblp team
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