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Philippe A. Robert

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2020 – today

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2024
[j9]
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Mai Ha Vu, Philippe A. Robert, Rahmad Akbar, Bartlomiej Swiatczak, Geir Kjetil Sandve, Dag Trygve Truslew Haug, Victor Greiff:
Linguistics-based formalization of the antibody language as a basis for antibody language models. Nat. Comput. Sci. 4(6): 412-422 (2024)
[i4]
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  - journals/corr/abs-2409-10588
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Sebastian Towers, Aleksandra Kalisz, Philippe A. Robert, Alicia Higueruelo, Francesca V. Vianello, Ming-Han Chloe Tsai, Harrison Steel, Jakob N. Foerster:
Opponent Shaping for Antibody Development. CoRR abs/2409.10588 (2024)
2023
[j8]
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Philippe A. Robert, Victor Greiff:
Bridging the neutralization gap for unseen antibodies. Nat. Mac. Intell. 5(1): 8-10 (2023)
[j7]
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Mai Ha Vu, Rahmad Akbar, Philippe A. Robert, Bartlomiej Swiatczak, Geir Kjetil Sandve, Victor Greiff, Dag Trygve Truslew Haug:
Linguistically inspired roadmap for building biologically reliable protein language models. Nat. Mac. Intell. 5(5): 485-496 (2023)
2022
[j6]
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  - journals/ncs/RobertAFPWSSCSS22
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Philippe A. Robert, Rahmad Akbar, Robert Frank, Milena Pavlovic, Michael Widrich, Igor Snapkov, Andrei Slabodkin, Maria Chernigovskaya, Lonneke Scheffer, Eva Smorodina, Puneet Rawat, Brij Bhushan Mehta, Mai Ha Vu, Ingvild Frøberg Mathisen, Aurél Prósz, Krzysztof Abram, Alex Olar, Enkelejda Miho, Dag Trygve Truslew Haug, Fridtjof Lund-Johansen, Sepp Hochreiter, Ingrid Hobæk Haff, Günter Klambauer, Geir Kjetil Sandve, Victor Greiff:
Unconstrained generation of synthetic antibody-antigen structures to guide machine learning methodology for antibody specificity prediction. Nat. Comput. Sci. 2(12): 845-865 (2022)
[i3]
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  - journals/corr/abs-2201-12570
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Mohammad Asif Khan, Alexander I. Cowen-Rivers, Derrick-Goh-Xin Deik, Antoine Grosnit, Kamil Dreczkowski, Philippe A. Robert, Victor Greiff, Rasul Tutunov, Dany Bou-Ammar, Jun Wang, Haitham Bou-Ammar:
AntBO: Towards Real-World Automated Antibody Design with Combinatorial Bayesian Optimisation. CoRR abs/2201.12570 (2022)
[i2]
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  - journals/corr/abs-2207-00982
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Mai Ha Vu, Rahmad Akbar, Philippe A. Robert, Bartlomiej Swiatczak, Victor Greiff, Geir Kjetil Sandve, Dag Trygve Truslew Haug:
Advancing protein language models with linguistics: a roadmap for improved interpretability. CoRR abs/2207.00982 (2022)
[i1]
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  - journals/corr/abs-2209-12635
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Mai Ha Vu, Philippe A. Robert, Rahmad Akbar, Bartlomiej Swiatczak, Geir Kjetil Sandve, Dag Trygve Truslew Haug, Victor Greiff:
ImmunoLingo: Linguistics-based formalization of the antibody language. CoRR abs/2209.12635 (2022)
2021
[j5]
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  - journals/entropy/RobertKGK21
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Philippe A. Robert, Heike Kunze-Schumacher, Victor Greiff, Andreas Krueger:
Modeling the Dynamics of T-Cell Development in the Thymus. Entropy 23(4): 437 (2021)
[j4]
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  - journals/natmi/PavlovicSMKKVWB21
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Milena Pavlovic, Lonneke Scheffer, Keshav Motwani, Chakravarthi Kanduri, Radmila Kompova, Nikolay Vazov, Knut Waagan, Fabian L. M. Bernal, Alexandre Almeida Costa, Brian Corrie, Rahmad Akbar, Ghadi S. Al Hajj, Gabriel Balaban, Todd M. Brusko, Maria Chernigovskaya, Scott Christley, Lindsay G. Cowell, Robert Frank, Ivar Grytten, Sveinung Gundersen, Ingrid Hobæk Haff, Eivind Hovig, Ping-Han Hsieh, Günter Klambauer, Marieke L. Kuijjer, Christin Lund-Andersen, Antonio Martini, Thomas Minotto, Johan Pensar, Knut D. Rand, Enrico Riccardi, Philippe A. Robert, Artur Rocha, Andrei Slabodkin, Igor Snapkov, Ludvig Magne Sollid, Dmytro Titov, Cédric R. Weber, Michael Widrich, Gur Yaari, Victor Greiff, Geir Kjetil Sandve:
The immuneML ecosystem for machine learning analysis of adaptive immune receptor repertoires. Nat. Mach. Intell. 3(11): 936-944 (2021)
2020
[j3]
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  - journals/ploscb/RastogiRHM20
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Ananya Rastogi, Philippe A. Robert, Stephan Halle, Michael Meyer-Hermann:
Evaluation of CD8 T cell killing models with computer simulations of 2-photon imaging experiments. PLoS Comput. Biol. 16(12) (2020)

2000 – 2009

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2003
[j2]
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  - journals/tbe/NajafiAPLBR03
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Bijan Najafi, Kamiar Aminian, Anisoara Paraschiv-Ionescu, François Loew, Christophe J. Büla, Philippe A. Robert:
Ambulatory system for human motion analysis using a kinematic sensor: monitoring of daily physical activity in the elderly. IEEE Trans. Biomed. Eng. 50(6): 711-723 (2003)
2002
[j1]
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Bijan Najafi, Kamiar Aminian, François Loew, Yves Blanc, Philippe A. Robert:
Measurement of stand-sit and sit-stand transitions using a miniature gyroscope and its application in fall risk evaluation in the elderly. IEEE Trans. Biomed. Eng. 49(8): 843-851 (2002)
[c3]
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  - conf/icassp/Paraschiv-IonescuJANR02
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Anisoara Paraschiv-Ionescu, Christian Jutten, Kamiar Aminian, Bijan Najafi, Philippe A. Robert:
Source separation in strong noisy mixtures: A study of wavelet de-noising pre-processing. ICASSP 2002: 1681-1684
[c2]
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Anisoara Paraschiv-Ionescu, Christian Jutten, Kamiar Aminian, Bijan Najafi, Philippe A. Robert:
Wavelet denoising for highly noisy source separation. ISCAS (1) 2002: 201-204

1990 – 1999

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1998
[c1]
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  - conf/captech/AminianARFSDLR98
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Kamiar Aminian, Eduardo de Andrés, Karen Rezakhanlou, Carlo Fritsch, Y. Schutz, Michèle Depairon, Pierre-François Leyvraz, Philippe A. Robert:
Motion Analysis in Clinical Practice Using Ambulatory Accelerometry. CAPTECH 1998: 1-11

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