Jonathan P. Epperlein

19 papers A* 1C 3Misc 1Journal 8Unranked 6
YearRankTypeTitle / Venue / Authors
2024 A* conf
A New Computationally Efficient Algorithm to solve Feature Selection for Functional Data Classification in High-dimensional Spaces.
ICML
Tobia Boschi, Francesca Bonin, Rodrigo Ordonez-Hurtado, Alessandra Pascale, Jonathan P. Epperlein
2022 J jnl
A Real-Time Region Tracking Algorithm Tailored to Endoscopic Video with Open-Source Implementation.
CoRR
Jonathan P. Epperlein, Sergiy Zhuk
2022 — conf
Extracting, Visualizing, and Learning from Dynamic Data: Perfusion in Surgical Video for Tissue Characterization.
ICDH
Jonathan P. Epperlein, Niall P. Hardy, Pol Mac Aonghusa, Ronan A. Cahill
2022 J jnl
Reinforcement learning with algorithms from probabilistic structure estimation.
Autom.
Jonathan P. Epperlein, Roman Overko, Sergiy Zhuk, Christopher K. King, Djallel Bouneffouf, Andrew Cullen, Robert Shorten
2022 — conf
Robust Learning Protocol for Federated Tumor Segmentation Challenge.
BrainLes@MICCAI (2)
Ambrish Rawat, Giulio Zizzo, Swanand Kadhe, Jonathan P. Epperlein, Stefano Braghin
2022 J jnl
Robust Learning Protocol for Federated Tumor Segmentation Challenge.
CoRR
Ambrish Rawat, Giulio Zizzo, Swanand Kadhe, Jonathan P. Epperlein, Stefano Braghin
2021 J jnl
Minimax sliding mode control design for linear evolution equations with noisy measurements and uncertain inputs.
Syst. Control. Lett.
Sergiy Zhuk, Orest V. Iftime, Jonathan P. Epperlein, Andrei Polyakov
2021 Misc conf
Practical Perfusion Quantification in Multispectral Endoscopic Video: Using the Minutes after ICG Administration to Assess Tissue Pathology.
AMIA
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
2021 J jnl
Reinforcement Learning with Algorithms from Probabilistic Structure Estimation.
CoRR
Jonathan P. Epperlein, Roman Overko, Sergiy Zhuk, Christopher K. King, Djallel Bouneffouf, Andrew Cullen, Robert Shorten
2020 — conf
Localization of the LQR Feedback Kernel in Spatially-Invariant Problems over Sobolev Spaces.
CDC
Emily Jensen, Jonathan P. Epperlein, Bassam Bamieh
2020 — conf
Perfusion Quantification from Endoscopic Videos: Learning to Read Tumor Signatures.
MICCAI (3)
Sergiy Zhuk, Jonathan P. Epperlein, Rahul Nair, Seshu Tirupathi, Pól Mac Aonghusa, Donal O'Shea, Ronan A. Cahill
2020 J jnl
Perfusion Quantification from Endoscopic Videos: Learning to Read Tumor Signatures.
CoRR
Sergiy Zhuk, Jonathan P. Epperlein, Rahul Nair, Seshu Tirupathi, Pol Mac Aonghusa, Ronan A. Cahill, Donal O'Shea
2019 J jnl
Recovering Markov models from closed-loop data.
Autom.
Jonathan P. Epperlein, Sergiy Zhuk, Robert Shorten
2018 — conf
Asymptotic Output-Feedback Stabilization of Linear Evolution Equations with Uncertain Inputs via Equivalent Control Method.
CDC
Jonathan P. Epperlein, Orest V. Iftime, Sergiy Zhuk, Andrey Polyakov
2018 J jnl
Bayesian Classifier for Route Prediction with Markov Chains.
CoRR
Jonathan P. Epperlein, Julien Monteil, Mingming Liu, Yingqi Gu, Sergiy Zhuk, Robert Shorten
2018 — conf
Bayesian classifier for Route prediction with Markov chains.
ITSC
Jonathan P. Epperlein, Julien Monteil, Mingming Liu, Yingqi Gu, Sergiy Zhuk, Robert Shorten
2016 C conf
Spatially invariant embeddings of systems with boundaries.
ACC
Jonathan P. Epperlein, Bassam Bamieh
2014 C conf
Control laboratory experiments in thermoacoustics using the Rijke tube.
ACC
Jonathan P. Epperlein, Bassam Bamieh, Karl Johan Åström
2012 C conf
A frequency domain method for optimal periodic control.
ACC
Jonathan P. Epperlein, Bassam Bamieh