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Abdul-Saboor Sheikh

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2020 – today

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2021
[c9]
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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]
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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]
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  - journals/corr/abs-2002-06103
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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

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2019
[j4]
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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]
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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]
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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]
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  - journals/corr/abs-1907-09844
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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]
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  - journals/corr/abs-1908-00825
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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]
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  - journals/corr/abs-1908-06843
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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
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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]
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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]
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Abdul-Saboor Sheikh:
On scalable inference and learning in spike-and-slab sparse coding. Technical University of Berlin, Germany, 2017
[i2]
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  - journals/corr/abs-1712-01141
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Abdul-Saboor Sheikh, Kashif Rasul, Andreas Merentitis, Urs Bergmann:
Stochastic Maximum Likelihood Optimization via Hypernetworks. CoRR abs/1712.01141 (2017)
2016
[c5]
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Abdul-Saboor Sheikh, Jörg Lücke:
Select-and-Sample for Spike-and-Slab Sparse Coding. NIPS 2016: 3927-3935
2015
[i1]
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Dennis Forster, Abdul-Saboor Sheikh, Jörg Lücke:
Neural Simpletrons - Minimalistic Probabilistic Networks for Learning With Few Labels. CoRR abs/1506.08448 (2015)
2014
[j2]
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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]
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Jörg Lücke, Abdul-Saboor Sheikh:
Closed-Form EM for Sparse Coding and Its Application to Source Separation. LVA/ICA 2012: 213-221
[c3]
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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]
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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]
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  - journals/ws/AhmedACKSXCM10
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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

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2008
[c1]
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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

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