Manfred Morari
7 papers · 2019–2023 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (25) π£ Hot Topic Early Bird π Conference Pioneer
π
Renaissance Researcher
(7)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Mathematics & Optimization
(4)
Optimization
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Reinforcement Learning
(3)
Core AI
(3)
Optimization & Theory
(3)
Application Areas
(2)
Computer Science
(1)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Robotics
(1)
Applications Β· Reinforcement Learning
(1)
Applications Β· Computer Science
(1)
Keywords
system identification
(2)
model predictive control
(2)
mixed integer programming
(2)
semidefinite programming
(1)
adversarial training
(1)
adaptive control
(1)
sample complexity
(1)
neural network verification
(1)
state estimation
(1)
regret bound
(1)
linear quadratic regulator
(1)
distributionally robust optimization
(1)
neural network optimization
(1)
adversarial attack
(1)
convex optimization
(1)
minimax lower bound
(1)
online learning
(1)
chance constraint
(1)
model-based control
(1)
certified robustness
(1)
Papers
Certified Invertibility in Neural Networks via Mixed-Integer Programming
L4DC 2023
Adaptive Stochastic MPC under Unknown Noise Distribution
L4DC 2022
Learning to Control Linear Systems can be Hard
COLT 2022
BayesRace: Learning to race autonomously using prior experience
CoRL 2020
Learning solutions to hybrid control problems using Benders cuts
L4DC 2020
NeurOpt: Neural network based optimization for building energy management and climate control
L4DC 2020
Efficient and Accurate Estimation of Lipschitz Constants for Deep Neural Networks
NeurIPS 2019