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Equivalence of Empirical Risk Minimization to Regularization on the Family of $f- \text{Divergences}$
Conference
Daunas, Francisco
;
Esnaola, Inaki
;
Perlaza, Samir M.
;
Poor, H. Vincent
2024 IEEE International Symposium on Information Theory (ISIT) Information Theory (ISIT), 2024 IEEE International Symposium on. :759-764 Jul, 2024
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Stability of Nonlinear Model Predictive Control Under Consecutive Packet Losses
Conference
Loma-Marconi, Paulo
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Trodden, Paul
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Esnaola, Inaki
2024 UKACC 14th International Conference on Control (CONTROL) Control (CONTROL), 2024 UKACC 14th International Conference on. :295-300 Apr, 2024
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Submodularity of Mutual Information for Multivariate Gaussian Sources with Additive Noise
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Crowley, George
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Esnaola, Inaki
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Stability and the Separation Principle in Output-Feedback Stochastic MPC with Random Packet Losses
Academic Journal
Trodden, Paul
;
Loma-Marconi, Paulo
;
Esnaola, Iñaki
In
IFAC PapersOnLine
2023 56(2):3818-3823
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Equivalence of the Empirical Risk Minimization to Regularization on the Family of f-Divergences
Report
Daunas, Francisco
;
Esnaola, Iñaki
;
Perlaza, Samir M.
;
Poor, H. Vincent
Open Access (Arxiv)
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On the Validation of Gibbs Algorithms: Training Datasets, Test Datasets and their Aggregation
Conference
Perlaza, Samir M.
;
Esnaola, Inaki
;
Bisson, Gaetan
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Poor, H. Vincent
2023 IEEE International Symposium on Information Theory (ISIT) Information Theory (ISIT), 2023 IEEE International Symposium on. :328-333 Jun, 2023
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Analysis of the Relative Entropy Asymmetry in the Regularization of Empirical Risk Minimization
Conference
Daunas, Francisco
;
Esnaola, Inaki
;
Perlaza, Samir M.
;
Vincent Poor, H.
2023 IEEE International Symposium on Information Theory (ISIT) Information Theory (ISIT), 2023 IEEE International Symposium on. :340-345 Jun, 2023
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Generalization Analysis of Machine Learning Algorithms via the Worst-Case Data-Generating Probability Measure
Report
Zou, Xinying
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Perlaza, Samir M.
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Esnaola, Iñaki
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Altman, Eitan
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Optimal Model-Based Sensor Placement & Adaptive Monitoring Of An Oil Spill
Academic Journal
Hodgson, Zak
;
Esnaola, Iñaki
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Jones, Bryn
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IFAC PapersOnLine
2020 53(2):1517-1524
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Denial of Service Attacks on Control Systems with Packet Loss
Academic Journal
Casbolt, William
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Esnaola, Iñaki
;
Jones, Bryn
In
IFAC PapersOnLine
2020 53(2):3488-3495
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2009 47th annual allerton conference on communication, control, and computing (allerton), communication, control, and computing, 2009. allerton 2009. 47th annual allerton conference on
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2009 6th international symposium on wireless communication systems, wireless communication systems, 2009. iswcs 2009. 6th international symposium on
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2009 ieee information theory workshop, information theory workshop, 2009. itw 2009. ieee
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2010 44th annual conference on information sciences and systems (ciss), information sciences and systems (ciss), 2010 44th annual conference on
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2012 ieee international conference on communications (icc), communications (icc), 2012 ieee international conference on
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2012 ieee international symposium on information theory proceedings, information theory proceedings (isit), 2012 ieee international symposium on
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2013 ieee international symposium on information theory, information theory proceedings (isit), 2013 ieee international symposium on
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2016 ieee information theory workshop (itw), information theory workshop (itw), 2016 ieee
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2022 ieee international symposium on information theory (isit), information theory (isit), 2022 ieee international symposium on
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2024 ieee international symposium on information theory (isit), information theory (isit), 2024 ieee international symposium on
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data compression conference (dcc 2008), data compression conference, 2008. dcc 2008
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icassp 2019 - 2019 ieee international conference on acoustics, speech and signal processing (icassp), acoustics, speech and signal processing (icassp), icassp 2019 - 2019 ieee international conference on
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ieee globecom 2008 - 2008 ieee global telecommunications conference, global telecommunications conference, 2008. ieee globecom 2008. ieee
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