Jonathan P. Epperlein

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 16

Top Topics

Evolution Equation

Bayesian Classifiers

Top Venues

Publications

Jonathan P. Epperlein, Sergiy Zhuk
A Real-Time Region Tracking Algorithm Tailored to Endoscopic Video with Open-Source Implementation. CoRR (2022)
Ambrish Rawat, Giulio Zizzo, Swanand Kadhe, Jonathan P. Epperlein, Stefano Braghin
Robust Learning Protocol for Federated Tumor Segmentation Challenge. BrainLes@MICCAI (2) (2022)
Ambrish Rawat, Giulio Zizzo, Swanand Kadhe, Jonathan P. Epperlein, Stefano Braghin
Robust Learning Protocol for Federated Tumor Segmentation Challenge. CoRR (2022)
Jonathan P. Epperlein, Niall P. Hardy, Pol Mac Aonghusa, Ronan A. Cahill
Extracting, Visualizing, and Learning from Dynamic Data: Perfusion in Surgical Video for Tissue Characterization. ICDH (2022)
Jonathan P. Epperlein, Roman Overko, Sergiy Zhuk, Christopher K. King, Djallel Bouneffouf, Andrew Cullen, Robert Shorten
Reinforcement learning with algorithms from probabilistic structure estimation. Autom. 144 (2022)
Jonathan P. Epperlein, Roman Overko, Sergiy Zhuk, Christopher K. King, Djallel Bouneffouf, Andrew Cullen, Robert Shorten
Reinforcement Learning with Algorithms from Probabilistic Structure Estimation. CoRR (2021)
Jonathan P. Epperlein, Mykhaylo Zayats, Seshu Tirupathi, Sergiy Zhuk, Tigran T. Tchrakian, Pol Mac Aonghusa, Donal F. O'Shea, Niall P. Hardy, Jeffrey Dalli, Ronan A. Cahill
Practical Perfusion Quantification in Multispectral Endoscopic Video: Using the Minutes after ICG Administration to Assess Tissue Pathology. AMIA (2021)
Sergiy Zhuk, Orest V. Iftime, Jonathan P. Epperlein, Andrei Polyakov
Minimax sliding mode control design for linear evolution equations with noisy measurements and uncertain inputs. Syst. Control. Lett. 147 (2021)
Sergiy Zhuk, Jonathan P. Epperlein, Rahul Nair, Seshu Tirupathi, Pol Mac Aonghusa, Ronan Cahill, Donal O'Shea
Perfusion Quantification from Endoscopic Videos: Learning to Read Tumor Signatures. CoRR (2020)
Emily Jensen, Jonathan P. Epperlein, Bassam Bamieh
Localization of the LQR Feedback Kernel in Spatially-Invariant Problems over Sobolev Spaces. CDC (2020)
Sergiy Zhuk, Jonathan P. Epperlein, Rahul Nair, Seshu Tirupathi, Pól Mac Aonghusa, Donal O'Shea, Ronan Cahill
Perfusion Quantification from Endoscopic Videos: Learning to Read Tumor Signatures. MICCAI (3) (2020)
Jonathan P. Epperlein, Sergiy Zhuk, Robert Shorten
Recovering Markov models from closed-loop data. Autom. 103 (2019)
Jonathan P. Epperlein, Orest V. Iftime, Sergiy Zhuk, Andrey Polyakov
Asymptotic Output-Feedback Stabilization of Linear Evolution Equations with Uncertain Inputs via Equivalent Control Method. CDC (2018)
Jonathan P. Epperlein, Julien Monteil, Mingming Liu, Yingqi Gu, Sergiy Zhuk, Robert Shorten
Bayesian Classifier for Route Prediction with Markov Chains. CoRR (2018)
Jonathan P. Epperlein, Julien Monteil, Mingming Liu, Yingqi Gu, Sergiy Zhuk, Robert Shorten
Bayesian classifier for Route prediction with Markov chains. ITSC (2018)
Jonathan P. Epperlein, Bassam Bamieh
Spatially invariant embeddings of systems with boundaries. ACC (2016)
Jonathan P. Epperlein, Bassam Bamieh, Karl Johan Åström
Control laboratory experiments in thermoacoustics using the Rijke tube. ACC (2014)
Jonathan P. Epperlein, Bassam Bamieh
A frequency domain method for optimal periodic control. ACC (2012)