Goran Banjac

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 35

Top Topics

Business Process

Quadratic Program

Predictive Control

Top Venues

IEEE Trans. Autom. Control.

Comput. Sci. Inf. Syst.

Publications

Goran Banjac, Drazen Brdjanin, Danijela Banjac
Towards Automatic Conceptual Database Design Based on Heterogeneous Source Artifacts. ADBIS (Short Papers) (2023)
Ashish Cherukuri, Alireza Zolanvari, Goran Banjac, Ashish R. Hota
Data-driven distributionally robust optimization over a network via distributed semi-infinite programming. CoRR (2022)
Drazen Brdjanin, Mladen Grumic, Goran Banjac, Milan Miscevic, Igor Dujlovic, Aleksandar Kelec, Nikola Obradovic, Danijela Banjac, Dragana Volas, Slavko Maric
Towards an Online Multilingual Tool for Automated Conceptual Database Design. IDC (2022)
Ahmed Aboudonia, Goran Banjac, Annika Eichler, John Lygeros
Online Computation of Terminal Ingredients in Distributed Model Predictive Control for Reference Tracking. CoRR (2022)
Maximilian Schaller, Goran Banjac, Steven Diamond, Akshay Agrawal, Bartolomeo Stellato, Stephen P. Boyd
Embedded Code Generation With CVXPY. IEEE Control. Syst. Lett. 6 (2022)
Drazen Brdjanin, Aleksandar Vukotic, Danijela Banjac, Goran Banjac, Slavko Maric
Automatic derivation of the initial conceptual database model from a set of business process models. Comput. Sci. Inf. Syst. 19 (1) (2022)
Ahmed Aboudonia, Annika Eichler, Francesco Cordiano, Goran Banjac, John Lygeros
Distributed Model Predictive Control With Reconfigurable Terminal Ingredients for Reference Tracking. IEEE Trans. Autom. Control. 67 (11) (2022)
Ashish Cherukuri, Alireza Zolanvari, Goran Banjac, Ashish R. Hota
Data-driven distributionally robust optimization over a network via distributed semi-infinite programming. CDC (2022)
Ahmed Aboudonia, Goran Banjac, Annika Eichler, John Lygeros
Online Computation of Terminal Ingredients in Distributed Model Predictive Control for Reference Tracking. ECC (2022)
Angeliki Kamoutsi, Goran Banjac, John Lygeros
Stochastic convex optimization for provably efficient apprenticeship learning. CoRR (2022)
Angeliki Kamoutsi, Goran Banjac, John Lygeros
Efficient Performance Bounds for Primal-Dual Reinforcement Learning from Demonstrations. ICML (2021)
Drazen Brdjanin, Stefan Ilic, Goran Banjac, Danijela Banjac, Slavko Maric
Automatic derivation of conceptual database models from differently serialized business process models. Softw. Syst. Model. 20 (1) (2021)
Goran Banjac, John Lygeros
On the asymptotic behavior of the Douglas-Rachford and proximal-point algorithms for convex optimization. Optim. Lett. 15 (8) (2021)
Goran Banjac
On the minimal displacement vector of the Douglas-Rachford operator. Oper. Res. Lett. 49 (2) (2021)
Jeffrey Ichnowski, Paras Jain, Bartolomeo Stellato, Goran Banjac, Michael Luo, Francesco Borrelli, Joseph E. Gonzalez, Ion Stoica, Ken Goldberg
Accelerating Quadratic Optimization with Reinforcement Learning. CoRR (2021)
Jeffrey Ichnowski, Paras Jain, Bartolomeo Stellato, Goran Banjac, Michael Luo, Francesco Borrelli, Joseph E. Gonzalez, Ion Stoica, Ken Goldberg
Accelerating Quadratic Optimization with Reinforcement Learning. NeurIPS (2021)
Angeliki Kamoutsi, Goran Banjac, John Lygeros
Efficient Performance Bounds for Primal-Dual Reinforcement Learning from Demonstrations. CoRR (2021)
Drazen Brdjanin, Dragana Vukovic, Goran Banjac, Aleksandar Kelec, Igor Dujlovic, Nikola Obradovic, Danijela Banjac
REDBUL: An Online System for Reverse Engineering of Relational Databases. INISTA (2020)
Michel Schubiger, Goran Banjac, John Lygeros
GPU acceleration of ADMM for large-scale quadratic programming. J. Parallel Distributed Comput. 144 (2020)
Bartolomeo Stellato, Goran Banjac, Paul Goulart, Alberto Bemporad, Stephen P. Boyd
OSQP: an operator splitting solver for quadratic programs. Math. Program. Comput. 12 (4) (2020)
Drazen Brdjanin, Aleksandar Vukotic, Goran Banjac, Danijela Banjac, Slavko Maric
Automatic Derivation of Conceptual Database Model from a Set of Business Process Models. INISTA (2020)
Goran Banjac, John Lygeros
A Data-Driven Policy Iteration Scheme based on Linear Programming. CDC (2019)
Goran Banjac, Felix Rey, Paul Goulart, John Lygeros
Decentralized Resource Allocation via Dual Consensus ADMM. ACC (2019)
Drazen Brdjanin, Danijela Banjac, Goran Banjac, Slavko Maric
Automated two-phase business model-driven synthesis of conceptual database models. Comput. Sci. Inf. Syst. 16 (2) (2019)
Igor Dujlovic, Nikola Obradovic, Aleksandar Kelec, Drazen Brdjanin, Goran Banjac, Danijela Banjac
An Approach to Web-based Visualization of Automatically Generated Data Models. EUROCON (2019)
Drazen Brdjanin, Goran Banjac, Danijela Banjac, Slavko Maric
An experiment in model-driven conceptual database design. Softw. Syst. Model. 18 (3) (2019)
Goran Banjac, Paul Goulart, Bartolomeo Stellato, Stephen P. Boyd
Infeasibility Detection in the Alternating Direction Method of Multipliers for Convex Optimization. J. Optim. Theory Appl. 183 (2) (2019)
Goran Banjac, Kostas Margellos, Paul J. Goulart
On the Convergence of a Regularized Jacobi Algorithm for Convex Optimization. IEEE Trans. Autom. Control. 63 (4) (2018)
Goran Banjac, Paul J. Goulart
Tight Global Linear Convergence Rate Bounds for Operator Splitting Methods. IEEE Trans. Autom. Control. 63 (12) (2018)
Drazen Brdjanin, Danijela Banjac, Goran Banjac, Slavko Maric
An Online Business Process Model-driven Generator of the Conceptual Database Model. WIMS (2018)
Drazen Brdjanin, Danijela Banjac, Goran Banjac, Slavko Maric
An Approach to Automated Two-Phase Business Model-Driven Synthesis of Data Models. MEDI (2017)
Drazen Brdjanin, Goran Banjac, Danijela Banjac, Slavko Maric
Controlled Experiment in Business Model-Driven Conceptual Database Design. BPMDS/EMMSAD@CAiSE (2017)
Goran Banjac, Bartolomeo Stellato, Nicholas Moehle, Paul Goulart, Alberto Bemporad, Stephen P. Boyd
Embedded code generation using the OSQP solver. CDC (2017)
Danijela Banjac, Drazen Brdjanin, Goran Banjac, Slavko Maric
Evaluation of Automatically Generated Conceptual Database Model Based on Business Process Model: Controlled Experiment. ICT Innovations (2016)
Goran Banjac, Paul J. Goulart
Global linear convergence in operator splitting methods. CDC (2016)
Drazen Brdjanin, Goran Banjac, Slavko Maric
Automated Synthesis of Initial Conceptual Database Model Based on Collaborative Business Process Model. ICT Innovations (2014)