Steven Diamond
5 papers · 2015–2019 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird π§ Keyword Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Keywords
convex optimization
(4)
optimal transport
(1)
depth estimation
(1)
image reconstruction
(1)
single-photon imaging
(1)
transient imaging
(1)
deep learning
(1)
distributed optimization
(1)
automatic differentiation
(1)
differentiable programming
(1)
image deconvolution
(1)
graph optimization
(1)
network optimization
(1)
distributionally robust optimization
(1)
inverse problem
(1)
alternating direction method of multiplier
(1)
domain-specific language
(1)
linear operator
(1)
python embedding
(1)
modeling language
(1)
Papers
Differentiable Convex Optimization Layers
NeurIPS 2019
Reconstructing Transient Images From Single-Photon Sensors
CVPR 2017
SnapVX: A Network-Based Convex Optimization Solver
JMLR 2017
CVXPY: A Python-Embedded Modeling Language for Convex Optimization
JMLR 2016
Convex Optimization With Abstract Linear Operators
ICCV 2015