Abdul-Saboor Sheikh

According to our database1, Abdul-Saboor Sheikh authored at least 19 papers between 2008 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2021
Multivariate Probabilistic Time Series Forecasting via Conditioned Normalizing Flows.
Proceedings of the 9th International Conference on Learning Representations, 2021

2020
Multi-variate Probabilistic Time Series Forecasting via Conditioned Normalizing Flows.
CoRR, 2020

Meta-Learning for Size and Fit Recommendation in Fashion.
Proceedings of the 2020 SIAM International Conference on Data Mining, 2020

2019
STRFs in primary auditory cortex emerge from masking-based statistics of natural sounds.
PLoS Comput. Biol., 2019

ProSper - A Python Library for Probabilistic Sparse Coding with Non-Standard Priors and Superpositions.
CoRR, 2019

A Bandit Framework for Optimal Selection of Reinforcement Learning Agents.
CoRR, 2019

A deep learning system for predicting size and fit in fashion e-commerce.
Proceedings of the 13th ACM Conference on Recommender Systems, 2019

2018
Neural Simpletrons: Learning in the Limit of Few Labels with Directed Generative Networks.
Neural Comput., 2018

A hierarchical bayesian model for size recommendation in fashion.
Proceedings of the 12th ACM Conference on Recommender Systems, 2018

2017
On scalable inference and learning in spike-and-slab sparse coding.
PhD thesis, 2017

Stochastic Maximum Likelihood Optimization via Hypernetworks.
CoRR, 2017

2016
Select-and-Sample for Spike-and-Slab Sparse Coding.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015
Neural Simpletrons - Minimalistic Probabilistic Networks for Learning With Few Labels.
CoRR, 2015

2014
A truncated EM approach for spike-and-slab sparse coding.
J. Mach. Learn. Res., 2014

2012
Why MCA? Nonlinear sparse coding with spike-and-slab prior for neurally plausible image encoding.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Closed-Form EM for Sparse Coding and Its Application to Source Separation.
Proceedings of the Latent Variable Analysis and Signal Separation, 2012

2011
Select and Sample - A Model of Efficient Neural Inference and Learning.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

2010
Structured literature image finder: Parsing text and figures in biomedical literature.
J. Web Semant., 2010

2008
Structured Literature Image Finder: Extracting Information from Text and Images in Biomedical Literature.
Proceedings of the Linking Literature, Information, and Knowledge for Biology, 2008


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