Dr Abhirup Ghosh

School of Computer Science
Assistant Professor in Computer Science

Contact details

Email
a.ghosh.1@bham.ac.uk
Address
University 麻豆精选
Edgbaston
Birmingham
B15 2TT
UK

Abhirup Ghosh is an Assistant Professor in the School of Computer Science.

He is broadly interested in machine learning and privacy preservation problems related to sensing data recorded in phones and wearables. In particular, building systems to collaboratively learn in a resource efficient and private way using Federated Learning and Fully Distributed Gossip Learning. These are applicable to various applications: graph analysis, mobile-health, and mobility.

For more information, please visit Abhirup Ghosh’s .

Qualifications

  • PhD in “Machine Learning and Privacy-preserving Algorithms for Spatial and Temporal Sensing” from the School of Informatics, University of Edinburgh (2019)
  • M.Tech in Computer Science and Engineering from Indian Institute of Technology, Bombay (IITB), India (2011)
  • B.E. in Information Technology from Jadavpur University, India (2009)

Teaching

  • Building Usable Software (University 麻豆精选 – 2023)

Assisted in:

  • Mobile Health (University of Cambridge – 2023)
  • Social and Technological Networks (University of Edinburgh – 2016 to 2018)

Research

Current interests:

  • Broadly in privacy preserving machine learning for sensing data from edge devices.
  • Federated Learning and Fully Decentralized Gossip Learning
  • Mobile Health
  • Mobility data analysis

Publications

Recent publications

Article

Ghosh, A, Puthusseryppady, V, Chan, D, Mascolo, C & Hornberger, M 2022, '', Scientific Reports, vol. 12, no. 1, 3160.

Wang, H, Ghosh, A, Ding, J, Sarkar, R & Gao, J 2021, '', Scientific Reports, vol. 11, no. 1, 7809.

Conference contribution

Xia, T, Han, J, Ghosh, A & Mascolo, C 2023, . in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)., 10096427, Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, IEEE, 2023 IEEE International Conference on Acoustics, Speech and Signal Processing, Greece, 4/06/23.

Hasthanasombat, A, Ghosh, A, Spathis, D & Mascolo, C 2023, . in Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing. Proceedings of UbiComp: Ubiquitous Computing, Association for Computing Machinery (ACM), New York, UbiComp/ISWC '22, Cambridge, United Kingdom, 11/09/22.

Ghosh, A & Mascolo, C 2023, . in E Elkind (ed.), Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence. IJCAI International Joint Conference on Artificial Intelligence, International Joint Conferences on Artificial Intelligence, pp. 3741-3749, 32nd International Joint Conference on Artificial Intelligence, IJCAI 2023, Macao, China, 19/08/23.

Ding, J, Ghosh, A, Sarkar, R & Gao, J 2022, . in L O鈥機onner (ed.), 2022 18th International Conference on Distributed Computing in Sensor Systems (DCOSS)., 9881735, International Conference on Distributed Computing in Sensor Systems and workshops, IEEE, pp. 53-60, 18th Annual International Conference on Distributed Computing in Sensor Systems (DCOSS 2022), Marina Del Rey, California, United States, 30/05/22.

Ghosh, A & Xia, T 2021, . in Y Chen, H Ludwig, Y Tu, U Fayyad, X Zhu, X Hu, S Byna, X Liu, J Zhang, S Pan, V Papalexakis, J Wang, A Cuzzocrea & C Ordonez (eds), 2021 IEEE International Conference on Big Data (Big Data)., 9671794, IEEE International Conference on Big Data, IEEE, pp. 4356-4364, 2021 IEEE International Conference on Big Data (Big Data), 15/12/21.

Ghosh, A, Rozemberczki, B, Ramamoorthy, S & Sarkar, R 2018, . in Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems.

Ghosh, A, Lucas, C & Sarkar, R 2017, . in Proceedings of the 2017 ACM on Conference on Information and Knowledge Management.

Review article

Dang, T, Spathis, D, Ghosh, A & Mascolo, C 2023, '', Royal Society Open Science, vol. 10, no. 11, 230806.