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ORCIDJosselin Garnier
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- affiliation: Paris Diderot University, France
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2020 – today
- 2024
[j80]Célia Escribe, Josselin Garnier, Emmanuel Gobet:
A Mean Field Game Model for Renewable Investment Under Long-Term Uncertainty and Risk Aversion. Dyn. Games Appl. 14(5): 1093-1130 (2024)- [j79]Guillaume Chennetier, Hassane Chraibi, Anne Dutfoy, Josselin Garnier:
Adaptive Importance Sampling Based on Fault Tree Analysis for Piecewise Deterministic Markov Process. SIAM/ASA J. Uncertain. Quantification 12(1): 128-156 (2024) - [j78]Maarten V. de Hoop, Josselin Garnier, Knut Sølna
:
Three-Dimensional Random Wave Coupling Along a Boundary and an Associated Inverse Problem. Multiscale Model. Simul. 22(1): 39-65 (2024) - [j77]Liliana Borcea, Josselin Garnier, Alexander V. Mamonov, Jörn T. Zimmerling:
When Data Driven Reduced Order Modeling Meets Full Waveform Inversion. SIAM Rev. 66(3): 501-532 (2024) - [c5]Raphaël Carpintero Perez, Sébastien Da Veiga, Josselin Garnier, Brian Staber:
Gaussian process regression with Sliced Wasserstein Weisfeiler-Lehman graph kernels. AISTATS 2024: 1297-1305 - [i17]Raphaël Carpintero Perez, Sébastien Da Veiga, Josselin Garnier, Brian Staber:
Gaussian process regression with Sliced Wasserstein Weisfeiler-Lehman graph kernels. CoRR abs/2402.03838 (2024) - [i16]Josselin Garnier, Houssem Haddar, Hadrien Montanelli:
The linear sampling method for data generated by small random scatterers. CoRR abs/2403.19482 (2024) - [i15]Lorenzo Baldassari, Ali Siahkoohi, Josselin Garnier, Knut Solna, Maarten V. de Hoop:
Taming Score-Based Diffusion Priors for Infinite-Dimensional Nonlinear Inverse Problems. CoRR abs/2405.15676 (2024) - 2023
- [j76]Naoufal Acharki, Antoine Bertoncello, Josselin Garnier:
Robust prediction interval estimation for Gaussian processes by cross-validation method. Comput. Stat. Data Anal. 178: 107597 (2023) - [j75]Josselin Garnier, Knut Sølna:
Speckle Memory Effect in the Frequency Domain and Stability in Time-Reversal Experiments. Multiscale Model. Simul. 21(1): 80-118 (2023) - [j74]Liliana Borcea, Josselin Garnier, Knut Sølna:
Paraxial Wave Propagation in Random Media with Long-Range Correlations. SIAM J. Appl. Math. 83(1): 25-51 (2023) - [j73]Josselin Garnier, Ziyu Lu, Laurent Mertz:
A Piecewise Deterministic Markov Process Approach Modeling a Dry Friction Problem with Noise. SIAM J. Appl. Math. 83(4): 1392-1421 (2023) - [j72]Liliana Borcea, Josselin Garnier, Alexander V. Mamonov, Jörn T. Zimmerling:
Waveform Inversion with a Data Driven Estimate of the Internal Wave. SIAM J. Imaging Sci. 16(1): 280-312 (2023) - [j71]Josselin Garnier, Houssem Haddar, Hadrien Montanelli:
The Linear Sampling Method for Random Sources. SIAM J. Imaging Sci. 16(3): 1572-1593 (2023) - [c4]Naoufal Acharki, Ramiro Lugo, Antoine Bertoncello, Josselin Garnier:
Comparison of meta-learners for estimating multi-valued treatment heterogeneous effects. ICML 2023: 91-132 - [c3]Lorenzo Baldassari, Ali Siahkoohi, Josselin Garnier, Knut Solna, Maarten V. de Hoop:
Conditional score-based diffusion models for Bayesian inference in infinite dimensions. NeurIPS 2023 - [i14]Liliana Borcea, Josselin Garnier, Alexander V. Mamonov, Jörn T. Zimmerling:
When data driven reduced order modeling meets full waveform inversion. CoRR abs/2302.05988 (2023) - [i13]Lorenzo Baldassari, Ali Siahkoohi, Josselin Garnier, Knut Solna, Maarten V. de Hoop:
Conditional score-based diffusion models for Bayesian inference in infinite dimensions. CoRR abs/2305.19147 (2023) - [i12]Angèle Niclas, Josselin Garnier:
Automated approach for source location in shallow waters. CoRR abs/2307.15491 (2023) - 2022
- [i11]Liliana Borcea, Josselin Garnier, Alexander V. Mamonov, Jörn T. Zimmerling:
Waveform inversion via reduced order modeling. CoRR abs/2202.01824 (2022) - [i10]Naoufal Acharki, Josselin Garnier, Antoine Bertoncello, Ramiro Lugo:
Heterogeneous Treatment Effects Estimation: When Machine Learning meets multiple treatment regime. CoRR abs/2205.14714 (2022) - [i9]Alexander V. Mamonov, Liliana Borcea, Josselin Garnier, Jörn T. Zimmerling:
Velocity estimation via model order reduction. CoRR abs/2208.01209 (2022) - [i8]Liliana Borcea, Josselin Garnier, Alexander V. Mamonov, Jörn T. Zimmerling:
Waveform inversion with a data driven estimate of the internal wave. CoRR abs/2208.11051 (2022) - [i7]Josselin Garnier, Houssem Haddar, Hadrien Montanelli:
The linear sampling method for random sources. CoRR abs/2210.15560 (2022) - 2021
- [j70]Hassane Chraibi, Anne Dutfoy, Thomas Galtier, Josselin Garnier:
Optimal potential functions for the interacting particle system method. Monte Carlo Methods Appl. 27(2): 137-152 (2021) - [j69]Josselin Garnier:
Wave Propagation in Periodic and Random Time-Dependent Media. Multiscale Model. Simul. 19(3): 1190-1211 (2021) - [j68]Josselin Garnier:
Passive Communication with Ambient Noise. SIAM J. Appl. Math. 81(3): 814-833 (2021) - [j67]Liliana Borcea, Josselin Garnier:
Imaging in Random Media by Two-Point Coherent Interferometry. SIAM J. Imaging Sci. 14(4): 1635-1668 (2021) - [c2]Amin Dhaou, Antoine Bertoncello, Sébastien Gourvénec, Josselin Garnier, Erwan Le Pennec:
Causal and Interpretable Rules for Time Series Analysis. KDD 2021: 2764-2772 - [i6]Liliana Borcea, Josselin Garnier, Alexander V. Mamonov, Jörn T. Zimmerling:
Reduced order model approach for imaging with waves. CoRR abs/2108.01609 (2021) - [i5]Clement Gauchy, Cyril Feau, Josselin Garnier:
Adaptive importance sampling for seismic fragility curve estimation. CoRR abs/2109.04323 (2021) - 2020
- [j66]Sophie Marque-Pucheu, Guillaume Perrin, Josselin Garnier:
An efficient dimension reduction for the Gaussian process emulation of two nested codes with functional outputs. Comput. Stat. 35(3): 1059-1099 (2020) - [j65]Josselin Garnier, Knut Sølna:
Implied Volatility Structure in Turbulent and Long-Memory Markets. Frontiers Appl. Math. Stat. 6: 10 (2020) - [j64]Liliana Borcea, Josselin Garnier:
Wave Propagation in Randomly Perturbed Weakly Coupled Waveguides. Multiscale Model. Simul. 18(1): 44-78 (2020) - [j63]Josselin Garnier, Etienne Gay, Éric Savin:
Multiscale Analysis of Spectral Broadening of Acoustic Waves by a Turbulent Shear Layer. Multiscale Model. Simul. 18(2): 798-823 (2020) - [j62]Josselin Garnier, Knut Sølna:
Optimal Hedging Under Fast-Varying Stochastic Volatility. SIAM J. Financial Math. 11(1): 274-325 (2020) - [j61]Liliana Borcea, Josselin Garnier:
High-Resolution Interferometric Synthetic Aperture Imaging in Scattering Media. SIAM J. Imaging Sci. 13(1): 291-316 (2020) - [i4]Josselin Garnier:
Low-frequency source imaging in an acoustic waveguide. CoRR abs/2008.02022 (2020)
2010 – 2019
- 2019
- [j60]Liliana Borcea, Josselin Garnier, Knut Solna:
Wave Propagation and Imaging in Moving Random Media. Multiscale Model. Simul. 17(1): 31-67 (2019) - [j59]Liliana Borcea, Josselin Garnier, Knut Sølna:
Sound Propagation in a Weakly Turbulent Flow in a Waveguide. SIAM J. Appl. Math. 79(6): 2663-2687 (2019) - 2018
- [j58]Liliana Borcea, Josselin Garnier:
Laser Beam Imaging from the Speckle Pattern of the Off-Axis Scattered Intensity. SIAM J. Appl. Math. 78(2): 677-704 (2018) - [j57]Josselin Garnier, Knut Sølna:
Noninvasive Imaging Through Random Media. SIAM J. Appl. Math. 78(6): 3296-3315 (2018) - [c1]Jacques Fournier, Josselin Garnier, George Papanicolaou, Chrysoula Tsogka:
Correlation-based imaging of fast moving objects using a sparse network of passive receivers. ACSSC 2018: 1618-1622 - [i3]Rémi Sainct, Cyril Feau, Jean-Marc Martinez, Josselin Garnier:
Efficient Seismic fragility curve estimation by Active Learning on Support Vector Machines. CoRR abs/1810.01240 (2018) - 2017
- [j56]Guillaume Perrin, Christian Soize, Sophie Marque-Pucheu, Josselin Garnier:
Nested polynomial trends for the improvement of Gaussian process-based predictors. J. Comput. Phys. 346: 389-402 (2017) - [j55]Liliana Borcea, Josselin Garnier:
Pulse Reflection in a Random Waveguide with a Turning Point. Multiscale Model. Simul. 15(4): 1472-1501 (2017) - [j54]Josselin Garnier, George Papanicolaou, Tzu-Wei Yang:
A risk analysis for a system stabilized by a central agent. Risk Decis. Anal. 6(2): 97-120 (2017) - [j53]Josselin Garnier, Knut Sølna:
Focusing Waves Through a Randomly Scattering Medium in the White-Noise Paraxial Regime. SIAM J. Appl. Math. 77(2): 500-519 (2017) - [j52]Josselin Garnier, Knut Sølna:
Correction to Black-Scholes Formula Due to Fractional Stochastic Volatility. SIAM J. Financial Math. 8(1): 560-588 (2017) - [j51]Liliana Borcea, Josselin Garnier, George Papanicolaou, Knut Sølna, Chrysoula Tsogka:
Resolution Analysis of Passive Synthetic Aperture Imaging of Fast Moving Objects. SIAM J. Imaging Sci. 10(2): 665-710 (2017) - [j50]Jacques Fournier, Josselin Garnier, George Papanicolaou, Chrysoula Tsogka:
Matched-Filter and Correlation-Based Imaging for Fast Moving Objects Using a Sparse Network of Receivers. SIAM J. Imaging Sci. 10(4): 2165-2216 (2017) - 2015
- [j49]Loïc Le Gratiet, Josselin Garnier:
Asymptotic analysis of the learning curve for Gaussian process regression. Mach. Learn. 98(3): 407-433 (2015) - [j48]Josselin Garnier, Knut Sølna:
White-Noise Paraxial Approximation for a General Random Hyperbolic System. Multiscale Model. Simul. 13(3): 1022-1060 (2015) - [j47]Josselin Garnier, George Papanicolaou, Adrien Semin, Chrysoula Tsogka:
Signal to Noise Ratio Analysis in Virtual Source Array Imaging. SIAM J. Imaging Sci. 8(1): 248-279 (2015) - [j46]Josselin Garnier, George Papanicolaou:
Passive Synthetic Aperture Imaging. SIAM J. Imaging Sci. 8(4): 2683-2705 (2015) - [i2]Josselin Garnier, George Papanicolaou, Tzu-Wei Yang:
Consensus Convergence with Stochastic Effects. CoRR abs/1508.07313 (2015) - 2014
- [j45]Habib Ammari, Thomas Boulier, Josselin Garnier, Wenjia Jing, Hyeonbae Kang, Han Wang:
Target Identification Using Dictionary Matching of Generalized Polarization Tensors. Found. Comput. Math. 14(1): 27-62 (2014) - [j44]Liliana Borcea, Josselin Garnier:
Paraxial Coupling of Propagating Modes in Three-Dimensional Waveguides with Random Boundaries. Multiscale Model. Simul. 12(2): 832-878 (2014) - [j43]Josselin Garnier, Knut Sølna:
Wave Backscattering by Point Scatterers in the Random Paraxial Regime. Multiscale Model. Simul. 12(3): 1309-1334 (2014) - [j42]Habib Ammari, Josselin Garnier, Hyeonbae Kang, Mikyoung Lim, Sanghyeon Yu:
Generalized polarization tensors for shape description. Numerische Mathematik 126(2): 199-224 (2014) - [j41]Habib Ammari, Josselin Garnier, Pierre Millien:
Backpropagation Imaging in Nonlinear Harmonic Holography in the Presence of Measurement and Medium Noises. SIAM J. Imaging Sci. 7(1): 239-276 (2014) - [j40]Josselin Garnier, George Papanicolaou:
Role of Scattering in Virtual Source Array Imaging. SIAM J. Imaging Sci. 7(2): 1210-1236 (2014) - 2013
- [j39]Jordan Ko, Josselin Garnier:
Multi-element stochastic spectral projection for high quantile estimation. J. Comput. Phys. 243: 87-108 (2013) - [j38]Habib Ammari, Josselin Garnier, Wenjia Jing:
Passive Array Correlation-Based Imaging in a Random Waveguide. Multiscale Model. Simul. 11(2): 656-681 (2013) - [j37]Josselin Garnier, George Papanicolaou, Tzu-Wei Yang:
Anomalous Shock Displacement Probabilities for a Perturbed Scalar Conservation Law. Multiscale Model. Simul. 11(4): 1000-1032 (2013) - [j36]Maarten V. de Hoop, Josselin Garnier, Sean F. Holman, Knut Sølna:
Retrieval of a Green's Function with Reflections from Partly Coherent Waves Generated by a Wave Packet Using Cross Correlations. SIAM J. Appl. Math. 73(1): 493-522 (2013) - [j35]Josselin Garnier, George Papanicolaou, Tzu-Wei Yang:
Large Deviations for a Mean Field Model of Systemic Risk. SIAM J. Financial Math. 4(1): 151-184 (2013) - [j34]Habib Ammari, Thomas Boulier, Josselin Garnier:
Modeling Active Electrolocation in Weakly Electric Fish. SIAM J. Imaging Sci. 6(1): 285-321 (2013) - [j33]Josselin Garnier, George Papanicolaou, Adrien Semin, Chrysoula Tsogka:
Signal-to-Noise Ratio Estimation in Passive Correlation-Based Imaging. SIAM J. Imaging Sci. 6(2): 1092-1110 (2013) - [j32]Habib Ammari, Thomas Boulier, Josselin Garnier, Hyeonbae Kang, Han Wang:
Tracking of a Mobile Target Using Generalized Polarization Tensors. SIAM J. Imaging Sci. 6(3): 1477-1498 (2013) - [j31]Habib Ammari, Elie Bretin, Josselin Garnier, Wenjia Jing, Hyeonbae Kang, Abdul Wahab:
Localization, Stability, and Resolution of Topological Derivative Based Imaging Functionals in Elasticity. SIAM J. Imaging Sci. 6(4): 2174-2212 (2013) - [j30]Habib Ammari, Josselin Garnier, Knut Sølna:
Partial Data Resolving Power of Conductivity Imaging from Boundary Measurements. SIAM J. Math. Anal. 45(3): 1704-1722 (2013) - 2012
- [j29]Guillaume Bal, Josselin Garnier, Yu Gu, Wenjia Jing:
Corrector theory for elliptic equations with long-range correlated random potential. Asymptot. Anal. 77(3-4): 123-145 (2012) - [j28]Josselin Garnier, Knut Sølna:
Coupled Wideangle Wave Approximations. Multiscale Model. Simul. 10(1): 217-244 (2012) - [j27]Miguel Munoz Zuniga, Josselin Garnier, Emmanuel Remy, Etienne de Rocquigny:
Analysis of adaptive directional stratification for the controlled estimation of rare event probabilities. Stat. Comput. 22(3): 809-821 (2012) - [j26]Habib Ammari, Elie Bretin, Josselin Garnier, Abdul Wahab:
Noise Source Localization in an Attenuating Medium. SIAM J. Appl. Math. 72(1): 317-336 (2012) - [j25]Habib Ammari, Emmanuel Bossy, Josselin Garnier, Laurent Seppecher:
Acousto-electromagnetic Tomography. SIAM J. Appl. Math. 72(5): 1592-1617 (2012) - [j24]Habib Ammari, Josselin Garnier, Vincent Jugnon, Hyeonbae Kang:
Stability and Resolution Analysis for a Topological Derivative Based Imaging Functional. SIAM J. Control. Optim. 50(1): 48-76 (2012) - [j23]Habib Ammari, Josselin Garnier, Hyeonbae Kang, Mikyoung Lim, Knut Sølna:
Multistatic Imaging of Extended Targets. SIAM J. Imaging Sci. 5(2): 564-600 (2012) - [j22]Habib Ammari, Elie Bretin, Josselin Garnier, Vincent Jugnon:
Coherent Interferometry Algorithms for Photoacoustic Imaging. SIAM J. Numer. Anal. 50(5): 2259-2280 (2012) - [i1]Habib Ammari, Thomas Boulier, Josselin Garnier, Hyeonbae Kang, Han Wang:
Tracking of a Mobile Target Using Generalized Polarization Tensors. CoRR abs/1212.3544 (2012) - 2011
- [j21]Habib Ammari, Josselin Garnier, Hyeonbae Kang, Hyundae Lee, Knut Sølna:
The Mean Escape Time for a Narrow Escape Problem with Multiple Switching Gates. Multiscale Model. Simul. 9(2): 817-833 (2011) - [j20]Miguel Munoz Zuniga, Josselin Garnier, Emmanuel Remy, Etienne de Rocquigny:
Adaptive directional stratification for controlled estimation of the probability of a rare event. Reliab. Eng. Syst. Saf. 96(12): 1691-1712 (2011) - [j19]Habib Ammari, Josselin Garnier, Hyeonbae Kang, Won-Kwang Park, Knut Sølna:
Imaging Schemes for Perfectly Conducting Cracks. SIAM J. Appl. Math. 71(1): 68-91 (2011) - 2010
- [j18]Josselin Garnier, Knut Sølna:
Wave Transmission through Random Layering with Pressure Release Boundary Conditions. Multiscale Model. Simul. 8(3): 912-943 (2010) - [j17]Josselin Garnier, Knut Sølna:
Cross Correlation and Deconvolution of Noise Signals in Randomly Layered Media. SIAM J. Imaging Sci. 3(4): 809-834 (2010)
2000 – 2009
- 2009
- [j16]Josselin Garnier, Abdennebi Omrane, Youssef Rouchdy:
Asymptotic formulas for the derivatives of probability functions and their Monte Carlo estimations. Eur. J. Oper. Res. 198(3): 848-858 (2009) - [j15]Josselin Garnier, Knut Sølna:
A two-way paraxial system for simulation of wave backscattering by a random medium. J. Comput. Phys. 228(9): 3307-3325 (2009) - [j14]Josselin Garnier, Knut Sølna:
Paraxial Coupling of Electromagnetic Waves in Random Media. Multiscale Model. Simul. 7(4): 1928-1955 (2009) - [j13]Josselin Garnier, George Papanicolaou:
Passive Sensor Imaging Using Cross Correlations of Noisy Signals in a Scattering Medium. SIAM J. Imaging Sci. 2(2): 396-437 (2009) - 2008
- [j12]Guillaume Bal, Josselin Garnier, Sébastien Motsch, Vincent Perrier:
Random integrals and correctors in homogenization. Asymptot. Anal. 59(1-2): 1-26 (2008) - [j11]Josselin Garnier, Knut Sølna:
Pulse Propagation in Random Media with Long-Range Correlation. Multiscale Model. Simul. 7(3): 1302-1324 (2008) - [j10]Josselin Garnier, Knut Sølna:
Effective Transport Equations and Enhanced Backscattering in Random Waveguides. SIAM J. Appl. Math. 68(6): 1574-1599 (2008) - 2007
- [j9]Josselin Garnier, Juan Carlos Muñoz Grajales, André Nachbin:
Effective Behavior of Solitary Waves over Random Topography. Multiscale Model. Simul. 6(3): 995-1025 (2007) - [j8]Josselin Garnier, George Papanicolaou:
Pulse Propagation and Time Reversal in Random Waveguides. SIAM J. Appl. Math. 67(6): 1718-1739 (2007) - 2005
- [j7]Josselin Garnier:
Imaging in Randomly Layered Media by Cross-Correlating Noisy Signals. Multiscale Model. Simul. 4(2): 610-640 (2005) - 2004
- [j6]André Nachbin, Jean-Pierre Fouque, Josselin Garnier:
Time Reversal for Dispersive Waves in Random Media. SIAM J. Appl. Math. 64(5): 1810-1838 (2004) - 2001
- [j5]Josselin Garnier, Leila Kallel:
Efficiency of Local Search with Multiple Local Optima. SIAM J. Discret. Math. 15(1): 122-141 (2001) - 2000
- [j4]Josselin Garnier, Leila Kallel:
Statistical distribution of the convergence time of evolutionary algorithms for long-path problems. IEEE Trans. Evol. Comput. 4(1): 16-30 (2000)
1990 – 1999
- 1999
- [j3]Josselin Garnier, Leila Kallel, Marc Schoenauer:
Rigorous Hitting Times for Binary Mutations. Evol. Comput. 7(2): 173-203 (1999) - 1998
- [j2]Josselin Garnier:
Asymptotic Transmission of Solitons through Random Media. SIAM J. Appl. Math. 58(6): 1969-1995 (1998) - 1997
- [j1]Josselin Garnier:
Homogenization in a Periodic and Time-Dependent Potential. SIAM J. Appl. Math. 57(1): 95-111 (1997)
Coauthor Index
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