Abhirup Ghosh

According to our database, Abhirup Ghosh authored at least 16 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

FLea: Addressing Data Scarcity and Label Skew in Federated Learning via Privacy-preserving Feature Augmentation.

Tong Xia, Abhirup Ghosh, Xinchi Qiu, Cecilia Mascolo

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

In-Network Approximate and Efficient Spatiotemporal Range Queries on Moving Objects.

Guang Yang, Abhirup Ghosh, Liang Liang, Thomas Heinis

Proceedings of the Proceedings 27th International Conference on Extending Database Technology, 2024

2023

FLea: Improving federated learning on scarce and label-skewed data via privacy-preserving feature augmentation.

Tong Xia, Abhirup Ghosh, Cecilia Mascolo

CoRR, 2023

Modeling with Homophily Driven Heterogeneous Data in Gossip Learning.

Abhirup Ghosh, Cecilia Mascolo

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Cross-Device Federated Learning for Mobile Health Diagnostics: A First Study on COVID-19 Detection.

Tong Xia, Jing Han, Abhirup Ghosh, Cecilia Mascolo

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Continual and Sliding Window Release for Private Empirical Risk Minimization.

Lauren Watson, Abhirup Ghosh, Benedek Rozemberczki, Rik Sarkar

CoRR, 2022

Investigating Domain-agnostic Performance in Activity Recognition using Accelerometer Data.

Apinan Hasthanasombat, Abhirup Ghosh, Dimitris Spathis, Cecilia Mascolo

Proceedings of the Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, 2022

Publishing Asynchronous Event Times with Pufferfish Privacy.

Jiaxin Ding, Abhirup Ghosh, Rik Sarkar, Jie Gao

Proceedings of the 18th International Conference on Distributed Computing in Sensor Systems, 2022

2021

HYPO: skew-resilient partitioning for trajectory datasets.

Giannis Evagorou, Abhirup Ghosh, Thomas Heinis

Proceedings of the LocalRec '21: Proceedings of the 5th ACM SIGSPATIAL International Workshop on Location-based Recommendations, 2021

Mobility-based Individual POI Recommendation to Control the COVID-19 Spread.

Abhirup Ghosh, Tong Xia

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Targeted Interventions Reduce the Spread of COVID-19: Simulation Study on Real Mobility Data.

Haotian Wang, Abhirup Ghosh, Jiaxin Ding, Rik Sarkar, Jie Gao

CoRR, 2020

Differentially Private Range Counting in Planar Graphs for Spatial Sensing.

Abhirup Ghosh, Jiaxin Ding, Rik Sarkar, Jie Gao

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

2019

Machine learning and privacy preserving algorithms for spatial and temporal sensing.

Abhirup Ghosh

PhD thesis, 2019

2018

Topological signatures for fast mobility analysis.

Abhirup Ghosh, Benedek Rozemberczki, Subramanian Ramamoorthy, Rik Sarkar

Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

2017

Finding Periodic Discrete Events in Noisy Streams.

Abhirup Ghosh, Christopher Lucas, Rik Sarkar

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2014

Mouse Control using a Web Camera based on Colour Detection.

Abhik Banerjee, Abhirup Ghosh, Koustuvmoni Bharadwaj, Hemanta Saikia

CoRR, 2014