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Universal robust regression via maximum mean discrepancy

Biometrika, 2024-03

2024

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An oracle inequality for quasi-Bayesian nonnegative matrix factorization

Mathematical methods of statistics, 2017, Vol.26 (1), p.55-67

2017

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PAC-Bayesian bounds for randomized empirical risk minimizers

Mathematical methods of statistics, 2008-12, Vol.17 (4), p.279-304

Alquier, P.

2008

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Noisy Monte Carlo: convergence of Markov chains with approximate transition kernels

Statistics and computing, 2016-01, Vol.26 (1-2), p.29-47

2016

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Adaptive estimation of the density matrix in quantum homodyne tomography with noisy data

Inverse problems, 2013-07, Vol.29 (7), p.75017-20

2013

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Sparse single-index model

Journal of machine learning research, 2013, Vol.14, p.243-280

2013

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Nine cases of foodborne botulism type B in France and literature review

European journal of clinical microbiology & infectious diseases, 2003-12, Vol.22 (12), p.749-752

2003

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Gas embolism: an exceptional complication of radial arterial catheterization

Acta anaesthesiologica Scandinavica, 2004-10, Vol.48 (9), p.1208-1210

2004

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Transductive versions of the LASSO and the Dantzig Selector

Journal of statistical planning and inference, 2012-09, Vol.142 (9), p.2485-2500

2012

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Generalization of ℓ1 constraints for high dimensional regression problems

Statistics & probability letters, 2011-12, Vol.81 (12), p.1760-1765

2011

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Sparsity Considerations for Dependent Observations

Electronic journal of statistics, 2011, Vol.5, p.750-774

2011

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Iterative feature selection and the correlation selector: Oracle inequalities and numerical performances

Electronic journal of statistics, 2008, Vol.2, p.1129-1152

Alquier, P.

2008

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PAC-Bayesian Theorems for Sparse Regression Estimation with Exponential Weights

Electronic journal of statistics, 2011, Vol.5, p.127-145

2011

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Density estimation with quadratic loss: a confidence intervals method

Probability and statistics, 2008-01, Vol.12, p.438-463

Alquier, Pierre

2008

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PAC-Bayesian bounds for randomized empirical risk minimizers

Mathematical methods of statistics, 2008, Vol.17 (4), p.279-304

Alquier, P.

2008

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Gastric intramucosal pH: an indicator of weaning outcome from mechanical ventilation in COPD patients

The European respiratory journal, 1996-09, Vol.9 (9), p.1868-1873

1996

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Low-dose terlipressin improves systemic and splanchnic hemodynamics in fluid-challenged endotoxic rats

Critical care medicine, 2003-01, Vol.31 (1), p.215-220

2003

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Transient ST Segment Elevation in Right Precordial Leads Induced by Psychotropic Drugs: Relationship to the Brugada Syndrome

Journal of cardiovascular electrophysiology, 2001-01, Vol.12 (1), p.61-65

2001

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Nosocomial endocarditis in the intensive care unit: An analysis of 22 cases

Critical care medicine, 2000-02, Vol.28 (2), p.377-382

2000

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Efficacy of 4-Methylpyrazole in Ethylene Glycol Poisoning: Clinical and Toxicokinetic Aspects

Human & experimental toxicology, 1994-01, Vol.13 (1), p.61-64

1994

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Adrenocortical function during septic shock

Intensive care medicine, 1995, Vol.21 (1), p.57-62

1995

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Noncardiogenic pulmonary edema resulting from intravascular administration of contrast material

American journal of roentgenology (1976), 1991-08, Vol.157 (2), p.255-256

1991

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Paralysie périodique hypokaliémique révélant une thyrotoxicose

La Presse médicale (1983), 1998-09, Vol.27 (28), p.1430-1431

1998

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Assessment of hemodynamic and gastric mucosal acidosis with modified fluid gelatin versus 6% hydroxyethyl starch: a prospective, randomized study

Intensive care medicine, 2000-09, Vol.26 (9), p.1282-1287

2000

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Adrenocortical function during septic shock

Intensive care medicine, 1995-01, Vol.21 (1), p.57-62

1995

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Universal robust regression via maximum mean discrepancy

An oracle inequality for quasi-Bayesian nonnegative matrix factorization

PAC-Bayesian bounds for randomized empirical risk minimizers

Noisy Monte Carlo: convergence of Markov chains with approximate transition kernels

Adaptive estimation of the density matrix in quantum homodyne tomography with noisy data

Sparse single-index model

Nine cases of foodborne botulism type B in France and literature review

Gas embolism: an exceptional complication of radial arterial catheterization

Transductive versions of the LASSO and the Dantzig Selector

Generalization of ℓ1 constraints for high dimensional regression problems

Sparsity Considerations for Dependent Observations

Iterative feature selection and the correlation selector: Oracle inequalities and numerical performances

PAC-Bayesian Theorems for Sparse Regression Estimation with Exponential Weights

Density estimation with quadratic loss: a confidence intervals method

PAC-Bayesian bounds for randomized empirical risk minimizers

Gastric intramucosal pH: an indicator of weaning outcome from mechanical ventilation in COPD patients

Low-dose terlipressin improves systemic and splanchnic hemodynamics in fluid-challenged endotoxic rats

Transient ST Segment Elevation in Right Precordial Leads Induced by Psychotropic Drugs: Relationship to the Brugada Syndrome

Nosocomial endocarditis in the intensive care unit: An analysis of 22 cases

Efficacy of 4-Methylpyrazole in Ethylene Glycol Poisoning: Clinical and Toxicokinetic Aspects

Adrenocortical function during septic shock

Noncardiogenic pulmonary edema resulting from intravascular administration of contrast material

Paralysie périodique hypokaliémique révélant une thyrotoxicose

Assessment of hemodynamic and gastric mucosal acidosis with modified fluid gelatin versus 6% hydroxyethyl starch: a prospective, randomized study

Adrenocortical function during septic shock

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