Abdul-saboor Sheikh
4 papers · 2012–2021 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
🌉 Interdisciplinary Bridge · Gold 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze
❓
The Questioner
📈
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Generation
(1)
Research
(1)
Keywords
variational inference
(3)
spike-and-slab prior
(2)
sparse coding
(2)
gibbs sampling
(2)
v1 simple cells
(1)
posterior approximation
(1)
neural representation
(1)
image encoding
(1)
nonlinear combination
(1)
multivariate time series
(1)
generative model
(1)
autoregressive model
(1)
normalizing flow
(1)
probabilistic forecasting
(1)
spike-and-slab sparse coding
(1)
truncated em
(1)
neural processing
(1)
maximal causes analysis
(1)
source separation
(1)
image denoising
(1)
Papers
Multivariate Probabilistic Time Series Forecasting via Conditioned Normalizing Flows
ICLR 2021
Select-and-Sample for Spike-and-Slab Sparse Coding
NeurIPS 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
NeurIPS 2012