Mohsan Jameel

Orcid: 0000-0002-9674-2134

According to our database1, Mohsan Jameel authored at least 15 papers between 2006 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2023
Phantom Embeddings: Using Embedding Space for Model Regularization in Deep Neural Networks.
CoRR, 2023

2022
Edge Machine Learning: Fast Model Averaging for Decentralized Model Training.
PhD thesis, 2022

A.I. and Data-Driven Mobility at Volkswagen Financial Services AG.
CoRR, 2022

2020
Automation of Leasing Vehicle Return Assessment Using Deep Learning Models.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track, 2020

Optimal Topology Search for Fast Model Averaging in Decentralized Parallel SGD.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

Phantom Embeddings: Using Embeddings Space for Model Regularization in Deep Neural Networks.
Proceedings of the Conference "Lernen, 2020

2019
Ring-Star: A Sparse Topology for Faster Model Averaging in Decentralized Parallel SGD.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Directly Optimizing IoU for Bounding Box Localization.
Proceedings of the Pattern Recognition - 5th Asian Conference, 2019

2018
Towards Distributed Pairwise Ranking using Implicit Feedback.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

2016
Towards Scalable Java HPC with Hybrid and Native Communication Devices in MPJ Express.
Int. J. Parallel Program., 2016

Empirical Study of Using Renewable Energies in Innovative Car-Sharing Business Model "in Tandem" at the University of Hildesheim.
Proceedings of the 30th International Conference on Environmental Informatics, 2016

2014
Design and Implementation of Parallel Debugger and Profiler for MPJ Express.
CoRR, 2014

Design and Implementation of Hybrid and Native Communication Devices for Java HPC.
Proceedings of the International Conference on Computational Science, 2014

High Performance Message-passing InfiniBand Communication Device for Java HPC.
Proceedings of the International Conference on Computational Science, 2014

2006
An Efficient Approach Towards IP Network Topology Discovery for Large Multi-Subnet Networks.
Proceedings of the 11th IEEE Symposium on Computers and Communications (ISCC 2006), 2006


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