Albert Podusenko

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 17

Top Topics

Message Passing

Autoregressive Model

Variational Bayesian Inference

Top Venues

Publications

Dmitry Bagaev, Albert Podusenko, Bert de Vries
RxInfer: A Julia package for reactive real-time Bayesian inference. J. Open Source Softw. 8 (86) (2023)
Dmitry Bagaev, Bart van Erp, Albert Podusenko, Bert de Vries
ReactiveMP.jl: A Julia package for reactive variational Bayesian inference. Softw. Impacts 12 (2022)
Albert Podusenko, Semih Akbayrak, Ismail Senöz, Maarten Schoukens, Wouter M. Kouw
Message Passing-based System Identification for NARMAX Models. CDC (2022)
Wouter M. Kouw, Albert Podusenko, Magnus T. Koudahl, Maarten Schoukens
Variational message passing for online polynomial NARMAX identification. ACC (2022)
Wouter M. Kouw, Albert Podusenko, Magnus T. Koudahl, Maarten Schoukens
Variational message passing for online polynomial NARMAX identification. CoRR (2022)
Albert Podusenko, Bart van Erp, Dmitry Bagaev, Ismail Senöz, Bert de Vries
Message Passing-based Inference in Switching Autoregressive Models. EUSIPCO (2022)
Ismail Senöz, Albert Podusenko, Semih Akbayrak, Christoph Mathys, Bert de Vries
The Switching Hierarchical Gaussian Filter. ISIT (2021)
Albert Podusenko, Bart van Erp, Magnus T. Koudahl, Bert de Vries
AIDA: An Active Inference-based Design Agent for Audio Processing Algorithms. CoRR (2021)
Albert Podusenko, Wouter M. Kouw, Bert de Vries
Message Passing-Based Inference for Time-Varying Autoregressive Models. Entropy 23 (6) (2021)
Albert Podusenko, Bart van Erp, Dmitry Bagaev, Ismail Senöz, Bert de Vries
Message Passing-Based Inference in the Gamma Mixture Model. MLSP (2021)
Albert Podusenko, Wouter M. Kouw, Bert de Vries
Online Variational Message Passing in Hierarchical Autoregressive Models. ISIT (2020)
Ismail Senöz, Albert Podusenko, Wouter M. Kouw, Bert de Vries
Bayesian joint state and parameter tracking in autoregressive models. L4DC (2020)
Vsevolod Nikulin, Albert Podusenko, Ivan Tanev, Katsunori Shimohara
Regression-based supervised learning of autosteering of a road car featuring a delayed steering response. Int. J. Data Sci. Anal. 7 (2) (2019)
Rahadian Yusuf, Albert Podusenko, Ivan Tanev, Katsunori Shimohara
Recognition of Mistaken Pedal Pressing based on Pedal Pressing Behavior by using Genetic Programming. IOTAIS (2018)
Vsevolod Nikulin, Albert Podusenko, Ivan Tanev, Katsunori Shimohara
Evolving the autosteering of a car featuring a realistically simulated steering response. GECCO (2018)
Vsevolod Nikulin, Albert Podusenko, Ivan Tanev, Katsunori Shimohara
Regression Based Model for Autosteering of a Car with Delayed Steering Response. DSAA (2017)
Albert Podusenko, Vsevolod Nikulin, Ivan Tanev, Katsunori Shimohara
Comparative Analysis of Classifiers for Classification of Emergency Braking of Road Motor Vehicles. Algorithms 10 (4) (2017)