Abdul-saboor Sheikh
4 papers · 2012–2021 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (12) π Interdisciplinary Bridge π Cross-Pollinator (13) π Renaissance Researcher (5) π§ Keyword Pioneer
π
Conference Polyglot
(3)
π
Academic Marathon
(9)
π£
Hot Topic Early Bird
π
Trend Setter
β
The Questioner
Conferences
NIPS (2)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
variational inference
(3)
spike-and-slab prior
(2)
sparse coding
(2)
gibbs sampling
(2)
posterior approximation
(1)
neural representation
(1)
image encoding
(1)
nonlinear combination
(1)
generative model
(1)
spike-and-slab sparse coding
(1)
truncated em
(1)
neural processing
(1)
source separation
(1)
image denoising
(1)
v1 simple cells
(1)
Papers
Multivariate Probabilistic Time Series Forecasting via Conditioned Normalizing Flows
ICLR 2021
Select-and-Sample for Spike-and-Slab Sparse Coding
NIPS 2016
A Truncated EM Approach for Spike-and-Slab Sparse Coding
JMLR 2014
Why MCA? Nonlinear sparse coding with spike-and-slab prior for neurally plausible image encoding
NIPS 2012