Michael Zavlanos
4 papers · 2015–2023 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird
π
Conference Pioneer
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Research topics
Keywords
unsupervised learning
(1)
3d reconstruction
(1)
robot navigation
(1)
stereo vision
(1)
covariance estimation
(1)
bias correction
(1)
online convex optimization
(1)
bandit feedback
(1)
no-regret learning
(1)
deep neural network
(1)
partial differential equation
(1)
zeroth-order optimization
(1)
safety verification
(1)
quantization error
(1)
risk measure
(1)
neural network controller
(1)
conditional value at risk
(1)
feedforward neural network
(1)
reachability analysis
(1)
closed-loop system
(1)
Papers
Failing with Grace: Learning Neural Network Controllers that are Boundedly Unsafe
L4DC 2023
Risk-Averse No-Regret Learning in Online Convex Games
ICML 2022
VarNet: Variational Neural Networks for the Solution of Partial Differential Equations
L4DC 2020
Exact Bias Correction and Covariance Estimation for Stereo Vision
CVPR 2015