Po-Wei Wang
8 papers · 2014–2020 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (9) πΊοΈ Taxonomy Completionist (11)
π
Conference Polyglot
(5)
π
Academic Marathon
(6)
π
Grand Slam
π
Conference Pioneer
Conferences
ICML (2)
JMLR (2)
NIPS (2)
AAAI (1)
ICLR (1)
Top co-authors
Keywords
semidefinite programming
(3)
convex optimization
(2)
linear convergence
(2)
logical reasoning
(1)
community detection
(1)
empirical risk minimization
(1)
low-rank approximation
(1)
network analysis
(1)
partition function
(1)
map estimation
(1)
constraint satisfaction
(1)
coordinate descent
(1)
second-order optimization
(1)
support vector machine
(1)
markov random field
(1)
proximal operator
(1)
iteration complexity
(1)
first-order method
(1)
second-order method
(1)
neuro-symbolic ai
(1)
Papers
Differentiable learning of numerical rules in knowledge graphs
ICLR 2020
Community detection using fast low-cardinality semidefinite programming
NIPS 2020
Efficient semidefinite-programming-based inference for binary and multi-class MRFs
NIPS 2020
The Common-directions Method for Regularized Empirical Risk Minimization
JMLR 2019
Low-Rank Semidefinite Programming for the MAX2SAT Problem
AAAI 2019
SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver
ICML 2019
Epigraph projections for fast general convex programming
ICML 2016
Iteration Complexity of Feasible Descent Methods for Convex Optimization
JMLR 2014