- Nicolas Gast, Bruno Gaujal, Kimang Khun:
Learning Algorithms for Markovian Bandits:\\Is Posterior Sampling more Scalable than Optimism? Trans. Mach. Learn. Res. 2022 (2022) - Benjamin Roussillon, Nicolas Gast, Patrick Loiseau, Panayotis Mertikopoulos:
Asymptotic Degradation of Linear Regression Estimates with Strategic Data Sources. ALT 2022: 931-967 - Gontzal Sagastabeitia, Josu Doncel, Nicolas Gast:
To Confine or Not to Confine: A Mean Field Game Analysis of the End of an Epidemic. PASM 2022: 61-80 - Vitalii Emelianov
, Nicolas Gast, Patrick Loiseau:
Fairness in Selection Problems with Strategic Candidates. EC 2022: 375-403 - Sebastian Allmeier, Nicolas Gast:
Mean Field and Refined Mean Field Approximations for Heterogeneous Systems: It Works! SIGMETRICS (Abstracts) 2022: 103-104 - Clément Lalanne, Clément Gastaud, Nicolas Grislain, Aurélien Garivier, Rémi Gribonval:
Private Quantiles Estimation in the Presence of Atoms. CoRR abs/2202.08969 (2022) - Nicolas Gast, Bruno Gaujal, Kimang Khun:
Computing Whittle (and Gittins) Index in Subcubic Time. CoRR abs/2203.05207 (2022) - Vitalii Emelianov, Nicolas Gast, Patrick Loiseau:
Fairness in Selection Problems with Strategic Candidates. CoRR abs/2205.12204 (2022) - Stephan Rabanser, Tim Januschowski, Kashif Rasul, Oliver Borchert, Richard Kurle, Jan Gasthaus, Michael Bohlke-Schneider, Nicolas Papernot, Valentin Flunkert:
Intrinsic Anomaly Detection for Multi-Variate Time Series. CoRR abs/2206.14342 (2022) - Sebastian Allmeier, Nicolas Gast:
Bias and Refinement of Multiscale Mean Field Models. CoRR abs/2211.11382 (2022) - 2021
- Sanat Ramesh
, Diego Dall'Alba, Cristians Gonzalez, Tong Yu, Pietro Mascagni
, Didier Mutter, Jacques Marescaux, Paolo Fiorini, Nicolas Padoy:
Multi-task temporal convolutional networks for joint recognition of surgical phases and steps in gastric bypass procedures. Int. J. Comput. Assist. Radiol. Surg. 16(7): 1111-1119 (2021) - Nicolas Gastineau, Olivier Togni:
Coloring of the dth power of the face-centered cubic grid. Discuss. Math. Graph Theory 41(4): 1001-1020 (2021) - Nicolas Gast
, Mohammed Khatiri, Denis Trystram, Frédéric Wagner
:
Analysis of Work Stealing with latency. J. Parallel Distributed Comput. 153: 119-129 (2021) - Gaston Saux
, Mary Anne Britt, Nicolas Vibert, Jean-François Rouet:
Building mental models from multiple texts: How readers construct coherence from inconsistent sources. Lang. Linguistics Compass 15(3) (2021) - Sharib Ali
, Mariia Dmitrieva, Noha M. Ghatwary, Sophia Bano
, Gorkem Polat
, Alptekin Temizel
, Adrian Krenzer
, Amar Hekalo
, Yun Bo Guo
, Bogdan J. Matuszewski
, Mourad Gridach
, Irina Voiculescu
, Vishnusai Yoganand, Arnav Chavan
, Aryan Raj
, Nhan T. Nguyen, Dat Q. Tran, Lê Duy Huynh, Nicolas Boutry, Shahadate Rezvy
, Haijian Chen, Yoon Ho Choi, Anand Subramanian
, Velmurugan Balasubramanian, Xiaohong W. Gao, Hongyu Hu
, Yusheng Liao, Danail Stoyanov, Christian Daul, Stefano Realdon, Renato Cannizzaro
, Dominique Lamarque, Terry Tran-Nguyen, Adam Bailey
, Barbara Braden
, James E. East, Jens Rittscher:
Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy. Medical Image Anal. 70: 102002 (2021) - Karine Adeline
, Xavier Briottet
, Sidonie Lefebvre
, Nicolas Rivière, Jean-Philippe Gastellu-Etchegorry, Fabrice Vinatier
:
Impact of Tree Crown Transmittance on Surface Reflectance Retrieval in the Shade for High Spatial Resolution Imaging Spectroscopy: A Simulation Analysis Based on Tree Modeling Scenarios. Remote. Sens. 13(5): 931 (2021) - Maria Angela Dissegna
, Tiangang Yin
, Hao Wu, Nicolas Lauret
, Shanshan Wei
, Jean-Philippe Gastellu-Etchegorry
, Adrienne Grêt-Regamey
:
Modeling Mean Radiant Temperature Distribution in Urban Landscapes Using DART. Remote. Sens. 13(8): 1443 (2021) - Zhijun Zhen
, Shengbo Chen, Tiangang Yin
, Eric Chavanon, Nicolas Lauret
, Jordan Guilleux
, Michael Henke
, Wenhan Qin, Lisai Cao, Jian Li, Peng Lu, Jean-Philippe Gastellu-Etchegorry:
Using the Negative Soil Adjustment Factor of Soil Adjusted Vegetation Index (SAVI) to Resist Saturation Effects and Estimate Leaf Area Index (LAI) in Dense Vegetation Areas. Sensors 21(6): 2115 (2021) - Zhijun Zhen
, Jean-Philippe Gastellu-Etchegorry
, Shengbo Chen
, Tiangang Yin
, Eric Chavanon, Nicolas Lauret
, Jordan Guilleux:
Quantitative Analysis of DART Calibration Accuracy for Retrieving Spectral Signatures Over Urban Area. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 10057-10068 (2021) - Giuliano Casale
, Nicolas Gast
:
Performance Analysis Methods for List-Based Caches With Non-Uniform Access. IEEE/ACM Trans. Netw. 29(2): 651-664 (2021) - Germán Capdehourat
, Paola Bermolen, Marcelo Fiori
, Nicolás Frevenza
, Federico Larroca, Gastón Morales, Claudina Rattaro, Gianina Zunino:
Large-Scale 802.11 Wireless Networks Data Analysis Based on Graph Clustering. Wirel. Pers. Commun. 120(2): 1791-1819 (2021) - Julia Gastinger
, Sébastien Nicolas, Dusica Stepic, Mischa Schmidt, Anett Schülke:
A study on Ensemble Learning for Time Series Forecasting and the need for Meta-Learning. IJCNN 2021: 1-8 - Daniel A. Rizzato Lede
, Delfina Inda, Juan M. Rosa, Yael Zin, Nicolás Tentoni, Mariano M. Médici, José M. Castaño, Maria Laura Gambarte, Gastón E. López, Mariana Merli, Carlos M. Otero, Daniel R. Luna:
Tana, a Healthcare Chatbot to Help Patients During the COVID-19 Pandemic at a University Hospital in Argentina. MedInfo 2021: 301-303 - Sanat Ramesh, Diego Dall'Alba, Cristians Gonzalez, Tong Yu, Pietro Mascagni, Didier Mutter, Jacques Marescaux, Paolo Fiorini, Nicolas Padoy:
Multi-Task Temporal Convolutional Networks for Joint Recognition of Surgical Phases and Steps in Gastric Bypass Procedures. CoRR abs/2102.12218 (2021) - Julia Gastinger, Sébastien Nicolas, Dusica Stepic, Mischa Schmidt, Anett Schülke:
A study on Ensemble Learning for Time Series Forecasting and the need for Meta-Learning. CoRR abs/2104.11475 (2021) - Nicolas Gast, Bruno Gaujal, Kimang Khun:
Reinforcement Learning for Markovian Bandits: Is Posterior Sampling more Scalable than Optimism? CoRR abs/2106.08771 (2021) - Nicolas Gast, Patrick Loiseau, Panayotis Mertikopoulos, Benjamin Roussillon:
Asymptotic Degradation of Linear Regression Estimates With Strategic Data Sources. CoRR abs/2106.14636 (2021) - Sebastian Allmeier, Nicolas Gast:
Mean Field and Refined Mean Field Approximations for Heterogeneous Systems: It Works! CoRR abs/2111.01594 (2021) - Vitalii Emelianov, Nicolas Gast, Krishna P. Gummadi, Patrick Loiseau:
On Fair Selection in the Presence of Implicit and Differential Variance. CoRR abs/2112.05630 (2021)