Christopher Srinivasa
5 papers · 2014–2022 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird
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Keywords
factor graph
(2)
belief propagation
(2)
message passing
(2)
combinatorial optimization
(2)
neural network optimization
(1)
loss landscape
(1)
gradient descent
(1)
survey propagation
(1)
constraint satisfaction
(1)
mixed integer programming
(1)
graphical model
(1)
deep neural network
(1)
min-max optimization
(1)
performance degradation
(1)
message passing algorithm
(1)
membership inference attack
(1)
local minima
(1)
constraint satisfaction problem
(1)
data reweighting
(1)
data removal
(1)
Papers
A Solver + Gradient Descent Training Algorithm for Deep Neural Networks
IJCAI 2022
PUMA: Performance Unchanged Model Augmentation for Training Data Removal
AAAI 2022
Min-Max Propagation
NeurIPS 2017
Survey Propagation beyond Constraint Satisfaction Problems
AISTATS 2016
Min-Max Problems on Factor Graphs
ICML 2014