Matthias Langer

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 10

Top Topics

Learning Models

Training Process

Gpu Accelerated

Inference Process

Top Venues

IEEE Trans. Parallel Distributed Syst.

Neural Comput. Appl.

Publications

Victorita Dolean, Mark Fry, Ivan G. Graham, Matthias Langer
Improvements to the theoretical estimates of the Schwarz preconditioner with Δ-GenEO coarse space for the indefinite Helmholtz problem. CoRR (2024)
Victorita Dolean, Mark Fry, Ivan G. Graham, Matthias Langer
-GenEO coarse space for the indefinite Helmholtz problem. CoRR (2024)
Zehuan Wang, Yingcan Wei, Minseok Lee, Matthias Langer, Fan Yu, Jie Liu, Shijie Liu, Daniel G. Abel, Xu Guo, Jianbing Dong, Ji Shi, Kunlun Li
Merlin HugeCTR: GPU-accelerated Recommender System Training and Inference. RecSys (2022)
Joey Wang, Yingcan Wei, Minseok Lee, Matthias Langer, Fan Yu, Jie Liu, Alex Liu, Daniel G. Abel, Gems Guo, Jianbing Dong, Jerry Shi, Kunlun Li
Merlin HugeCTR: GPU-accelerated Recommender System Training and Inference. CoRR (2022)
Yingcan Wei, Matthias Langer, Fan Yu, Minseok Lee, Jie Liu, Ji Shi, Zehuan Wang
A GPU-specialized Inference Parameter Server for Large-Scale Deep Recommendation Models. RecSys (2022)
Yingcan Wei, Matthias Langer, Fan Yu, Minseok Lee, Kingsley Liu, Jerry Shi, Joey Wang
A GPU-specialized Inference Parameter Server for Large-Scale Deep Recommendation Models. CoRR (2022)
Ashley Hall, Brandon Victor, Zhen He, Matthias Langer, Marc Elipot, Aiden Nibali, Stuart Morgan
The detection, tracking, and temporal action localisation of swimmers for automated analysis. Neural Comput. Appl. 33 (12) (2021)
Matthias Langer, Zhen He, Wenny Rahayu, Yanbo Xue
Distributed Training of Deep Learning Models: A Taxonomic Perspective. IEEE Trans. Parallel Distributed Syst. 31 (12) (2020)
Matthias Langer, Zhen He, Wenny Rahayu, Yanbo Xue
Distributed Training of Deep Learning Models: A Taxonomic Perspective. CoRR (2020)
Matthias Langer, Ashley Hall, Zhen He, Wenny Rahayu
MPCA SGD - A Method for Distributed Training of Deep Learning Models on Spark. IEEE Trans. Parallel Distributed Syst. 29 (11) (2018)
Jussi Behrndt, Matthias Langer, Vladimir Lotoreichik
Trace formulae and singular values of resolvent power differences of self-adjoint elliptic operators. J. Lond. Math. Soc. 88 (2) (2013)
Markus Ax, Lars Kuhnert, Matthias Langer, Jens Schlemper, Klaus-Dieter Kuhnert
Architecture of an autonomous mini unmanned aerial vehicle based on a commercial platform. ISR/ROBOTIK (2010)
B. Malcolm Brown, Matthias Langer, Marco Marletta, Christiane Tretter, Markus Wagenhofer
Eigenvalue enclosures and exclosures for non-self-adjoint problems in hydrodynamics. LMS J. Comput. Math. 13 (2010)
Lars Kuhnert, Markus Ax, Matthias Langer, Duong Nguyen Van, Klaus-Dieter Kuhnert
Absolute High-Precision Localisation of an Unmanned Ground Vehicle by Using Real-Time Aerial Video Imagery for Geo-referenced Orthophoto Registration. AMS (2009)
Matthias Langer, Lars Kuhnert, Markus Ax, Duong Nguyen Van, H. Schmick, Klaus-Dieter Kuhnert
3D object recognition and localization employing analysis by synthesis. IADIS AC (1) (2009)
Matthias Langer, Klaus-Dieter Kuhnert
A new hierarchical approach in robust real-time image feature detection and matching. ICPR (2008)
Severin Todt, Matthias Langer, Christof Rezk-Salama, Andreas Kolb, Klaus-Dieter Kuhnert
Spherical light field rendering in application for analysis by synthesis. Int. J. Intell. Syst. Technol. Appl. 5 (3/4) (2008)