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M. Kvasnica

3 papers hereh-index 264.6k citations147 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • last author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • eess.SY1
  • math.OC1

identity via Semantic Scholar / OpenAlex

most citedParallel Explicit Model Predictive Control

10 citations · 10 across the 3 of their papers we have counts for

collaborators

3 papers

eess.SY2023

A Generalized Stopping Criterion for Real-Time MPC with Guaranteed Stability

Kristína Fedorová, Yuning Jiang, Juraj Oravec +2

Most of the real-time implementations of the stabilizing optimal control actions suffer from the necessity to provide high computational effort. This paper presents a cutting-edge…

cs.LG2023

Adaptable and Interpretable Framework for Novelty Detection in Real-Time IoT Systems

Marek Wadinger, Michal Kvasnica

This paper presents the Real-time Adaptive and Interpretable Detection (RAID) algorithm. The novel approach addresses the limitations of state-of-the-art anomaly detection methods…

math.OC2019★ 10 cited

Parallel Explicit Model Predictive Control

Yuning Jiang, Juraj Oravec, Boris Houska +1

This paper is about a real-time model predictive control (MPC) algorithm for large-scale, structured linear systems with polytopic state and control constraints. The proposed contr…

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