Ali Ahmed
5 papers · 2018–2021 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Mathematics & Optimization
(3)
Optimization
(3)
Deep Learning
(2)
Machine Learning
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Reinforcement Learning
(1)
Architectures
(1)
Core AI
(1)
Learning Types
(1)
Mathematics
(1)
Methods
(1)
Models
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
phase retrieval
(2)
convex optimization
(2)
compressed sensing
(2)
matrix recovery
(2)
inverse reinforcement learning
(1)
markov decision process
(1)
convex relaxation
(1)
matrix completion
(1)
signal recovery
(1)
demonstration learning
(1)
safe reinforcement learning
(1)
inverse problem
(1)
generative adversarial network
(1)
policy transfer
(1)
admm algorithm
(1)
sparse signal
(1)
model-free learning
(1)
constraint learning
(1)
circular convolution
(1)
invertible neural network
(1)
Papers
Inverse Constrained Reinforcement Learning
ICML 2021
Invertible generative models for inverse problems: mitigating representation error and dataset bias
ICML 2020
Simultaneous Phase Retrieval and Blind Deconvolution via Convex Programming
JMLR 2019
A convex program for bilinear inversion of sparse vectors
NeurIPS 2018
Blind Deconvolutional Phase Retrieval via Convex Programming
NeurIPS 2018