Rojas, Cristian R.
- Computing monotone policies for Markov decision processes: a nearly-isotonic penalty approach
2017/04/03 by Robert Mattila, Cristian R. Rojas, Mattila, Robert +5 · 1 citation
Computer Science · #Advanced Multi-Objective Optimization Algorithms #FOS: Electrical engineering #Machine Learning and Algorithms #Reinforcement Learning in Robotics #Systems and Control (eess.SY) #electronic engineering #information engineering
- Parametric Identification Using Weighted Null-Space Fitting
2017/08/13 by Galrinho, Miguel, Rojas, Cristian R., Hjalmarsson, Hakan · 1 citation
#FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
- Estimating Models with High-Order Noise Dynamics Using Semi-Parametric Weighted Null-Space Fitting
2017/08/13 by Galrinho, Miguel, Rojas, Cristian R., Hjalmarsson, Hakan · 1 citation
#FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
- Efficiency Analysis of the Simplified Refined Instrumental Variable Method for Continuous-time Systems
2020/02/03 by Pan, Siqi, Welsh, James S., González, Rodrigo A. +1 · 1 citation
#FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
- DRCFS: Doubly Robust Causal Feature Selection
2023/06/12 by Francesco Quinzan, Quinzan, Francesco, Ashkan Soleymani +6 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · #Bayesian Modeling and Causal Inference #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metabolomics and Mass Spectrometry Studies #Methodology (stat.ME)
- A Finite-Sample Deviation Bound for Stable Autoregressive Processes
2019/12/17 by Rodrigo A. González, González, Rodrigo A., Cristian R. Rojas +1 · 1 citation
Computer Science · Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #Statistical Methods and Inference #Statistics Theory (math.ST) #electronic engineering #information engineering
- Consistency analysis of refined instrumental variable methods for continuous-time system identification in closed-loop
2024/04/13 by Rodrigo A. González, González, Rodrigo A., Siqi Pan +5 · 1 citation
Engineering · #Advanced Adaptive Filtering Techniques #Control Systems and Identification #FOS: Electrical engineering #Fault Detection and Control Systems #Systems and Control (eess.SY) #electronic engineering #information engineering
- Gain-Scheduled Data-Enabled Predictive Control: A DeePC Approach for Nonlinear Systems
2025/09/30 by Guerrero, Margarita A., Lakshminarayanan, Braghadeesh, Rojas, Cristian R. · 2 citations
#FOS: Mathematics #Optimization and Control (math.OC)
- An EM Algorithm for Lebesgue-sampled State-space Continuous-time System Identification
2023/04/06 by González, Rodrigo A., Cedeño, Angel L., Coronel, María +2 · 1 citation
#FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
- Non-causal regularized least-squares for continuous-time system\n identification with band-limited input excitations
2021/03/19 by Rodrigo A. González, Cristian R. Rojas, González, Rodrigo A. +3 · 1 citation
Engineering · #Advanced Adaptive Filtering Techniques #Control Systems and Identification #FOS: Electrical engineering #Structural Health Monitoring Techniques #Systems and Control (eess.SY) #electronic engineering #information engineering
- Finite Sample Analysis of Open-loop Subspace Identification Methods
2025/01/17 by He, Jiabao, Ziemann, Ingvar, Rojas, Cristian R. +2 · 1 citation
#FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
- Identification of Additive Continuous-time Systems in Open and Closed loop
2024/01/02 by Rodrigo A. González, González, Rodrigo A., Koen Classens +7 · 1 citation
Engineering · #Control Systems and Identification #FOS: Electrical engineering #Fault Detection and Control Systems #Structural Health Monitoring Techniques #Systems and Control (eess.SY) #electronic engineering #information engineering