Horia Mania
11 papers · 2018–2023 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (18) π Academic Marathon (5) π Conference Polyglot (6) π Interdisciplinary Bridge π§ Keyword Pioneer
π§
Keyword Pioneer
π£
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π
Keyword Champion
(2)
π₯
Unstoppable
(6)
π
Century Club
(11)
ποΈ
Keyword Collector
(52)
Conferences
NIPS (4)
JMLR (2)
L4DC (2)
AISTATS (1)
COLT (1)
ICML (1)
Top co-authors
Keywords
optimal control
(2)
ordinary least square
(2)
two-sided market
(2)
system identification
(2)
benchmark evaluation
(2)
linear quadratic regulator
(2)
linear dynamical system
(2)
parameter estimation
(1)
object recognition
(1)
sample efficiency
(1)
behavior cloning
(1)
nonlinear system identification
(1)
model predictive control
(1)
continuous control
(1)
imitation learning
(1)
sub-linear regret
(1)
random search
(1)
sample complexity
(1)
minimax optimal
(1)
stochastic process
(1)
Papers
Model Predictive Control via On-Policy Imitation Learning
L4DC 2023
Active Learning for Nonlinear System Identification with Guarantees
JMLR 2022
Time Varying Regression with Hidden Linear Dynamics
L4DC 2022
Bandit Learning in Decentralized Matching Markets
JMLR 2021
Competing Bandits in Matching Markets
AISTATS 2020
Evaluating Machine Accuracy on ImageNet
ICML 2020
Model Similarity Mitigates Test Set Overuse
NIPS 2019
Certainty Equivalence is Efficient for Linear Quadratic Control
NIPS 2019
Learning Without Mixing: Towards A Sharp Analysis of Linear System Identification
COLT 2018
Simple random search of static linear policies is competitive for reinforcement learning
NIPS 2018
Regret Bounds for Robust Adaptive Control of the Linear Quadratic Regulator
NIPS 2018