Matthias Langer

According to our database, Matthias Langer authored at least 17 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Schwarz preconditioner with H_k-GenEO coarse space for the indefinite Helmholtz problem.

Victorita Dolean, Mark Fry, Ivan G. Graham, Matthias Langer

CoRR, 2024

Improvements to the theoretical estimates of the Schwarz preconditioner with Δ-GenEO coarse space for the indefinite Helmholtz problem.

Victorita Dolean, Mark Fry, Ivan G. Graham, Matthias Langer

CoRR, 2024

Embedding Optimization for Training Large-scale Deep Learning Recommendation Systems with EMBark.

Shijie Liu, Nan Zheng, Hui Kang, Xavier Simmons, Junjie Zhang, Matthias Langer, Wenjing Zhu, Minseok Lee, Zehuan Wang

Proceedings of the 18th ACM Conference on Recommender Systems, 2024

2022

A GPU-specialized Inference Parameter Server for Large-Scale Deep Recommendation Models.

Yingcan Wei, Matthias Langer, Fan Yu, Minseok Lee, Kingsley Liu, Jerry Shi, Joey Wang

CoRR, 2022

Merlin HugeCTR: GPU-accelerated Recommender System Training and Inference.

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

CoRR, 2022

A GPU-specialized Inference Parameter Server for Large-Scale Deep Recommendation Models.

Yingcan Wei, Matthias Langer, Fan Yu, Minseok Lee, Jie Liu, Ji Shi, Zehuan Wang

Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022

Merlin HugeCTR: GPU-accelerated Recommender System Training and Inference.

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

Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022

2021

The detection, tracking, and temporal action localisation of swimmers for automated analysis.

Ashley Hall, Brandon Victor, Zhen He, Matthias Langer, Marc Elipot, Aiden Nibali, Stuart Morgan

Neural Comput. Appl., 2021

2020

Distributed Training of Deep Learning Models: A Taxonomic Perspective.

Matthias Langer, Zhen He, Wenny Rahayu, Yanbo Xue

IEEE Trans. Parallel Distributed Syst., 2020

2018

MPCA SGD - A Method for Distributed Training of Deep Learning Models on Spark.

Matthias Langer, Ashley Hall, Zhen He, Wenny Rahayu

IEEE Trans. Parallel Distributed Syst., 2018

2013

Trace formulae and singular values of resolvent power differences of self-adjoint elliptic operators.

Jussi Behrndt, Matthias Langer, Vladimir Lotoreichik

J. Lond. Math. Soc., 2013

2010

Eigenvalue enclosures and exclosures for non-self-adjoint problems in hydrodynamics.

B. Malcolm Brown, Matthias Langer, Marco Marletta, Christiane Tretter, Markus Wagenhofer

LMS J. Comput. Math., 2010

Architecture of an autonomous mini unmanned aerial vehicle based on a commercial platform.

Markus Ax, Lars Kuhnert, Matthias Langer, Jens Schlemper, Klaus-Dieter Kuhnert

Proceedings of the ISR/ROBOTIK 2010, Proceedings for the joint conference of ISR 2010 (41st Internationel Symposium on Robotics) und ROBOTIK 2010 (6th German Conference on Robotics), 7-9 June 2010, Munich, Germany, 2010

2009

3D object recognition and localization employing analysis by synthesis.

Matthias Langer, Lars Kuhnert, Markus Ax, Duong Nguyen Van, H. Schmick, Klaus-Dieter Kuhnert

Proceedings of the IADIS International Conference Applied Computing 2009, 2009

Absolute High-Precision Localisation of an Unmanned Ground Vehicle by Using Real-Time Aerial Video Imagery for Geo-referenced Orthophoto Registration.

Lars Kuhnert, Markus Ax, Matthias Langer, Duong Nguyen Van, Klaus-Dieter Kuhnert

Proceedings of the Autonome Mobile Systeme 2009, 2009

2008

Spherical light field rendering in application for analysis by synthesis.

Severin Todt, Matthias Langer, Christof Rezk-Salama, Andreas Kolb, Klaus-Dieter Kuhnert

Int. J. Intell. Syst. Technol. Appl., 2008

A new hierarchical approach in robust real-time image feature detection and matching.

Matthias Langer, Klaus-Dieter Kuhnert

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008