Abhirup Ghosh

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 15

Top Topics

Empirical Risk Minimization

Data Publishing

Top Venues

UbiComp/ISWC Adjunct

Publications

Tong Xia, Abhirup Ghosh, Xinchi Qiu, Cecilia Mascolo
FLea: Addressing Data Scarcity and Label Skew in Federated Learning via Privacy-preserving Feature Augmentation. KDD (2024)
Guang Yang, Abhirup Ghosh, Liang Liang, Thomas Heinis
In-Network Approximate and Efficient Spatiotemporal Range Queries on Moving Objects. EDBT (2024)
Tong Xia, Abhirup Ghosh, Cecilia Mascolo
FLea: Improving federated learning on scarce and label-skewed data via privacy-preserving feature augmentation. CoRR (2023)
Abhirup Ghosh, Cecilia Mascolo
Modeling with Homophily Driven Heterogeneous Data in Gossip Learning. IJCAI (2023)
Tong Xia, Jing Han, Abhirup Ghosh, Cecilia Mascolo
Cross-Device Federated Learning for Mobile Health Diagnostics: A First Study on COVID-19 Detection. ICASSP (2023)
Tong Xia, Jing Han, Abhirup Ghosh, Cecilia Mascolo
Cross-device Federated Learning for Mobile Health Diagnostics: A First Study on COVID-19 Detection. CoRR (2023)
Apinan Hasthanasombat, Abhirup Ghosh, Dimitris Spathis, Cecilia Mascolo
Investigating Domain-agnostic Performance in Activity Recognition using Accelerometer Data. UbiComp/ISWC Adjunct (2022)
Jiaxin Ding, Abhirup Ghosh, Rik Sarkar, Jie Gao
Publishing Asynchronous Event Times with Pufferfish Privacy. DCOSS (2022)
Lauren Watson, Abhirup Ghosh, Benedek Rozemberczki, Rik Sarkar
Continual and Sliding Window Release for Private Empirical Risk Minimization. CoRR (2022)
Abhirup Ghosh, Tong Xia
Mobility-based Individual POI Recommendation to Control the COVID-19 Spread. IEEE BigData (2021)
Giannis Evagorou, Abhirup Ghosh, Thomas Heinis
HYPO: skew-resilient partitioning for trajectory datasets. LocalRec@SIGSPATIAL (2021)
Abhirup Ghosh, Jiaxin Ding, Rik Sarkar, Jie Gao
Differentially Private Range Counting in Planar Graphs for Spatial Sensing. INFOCOM (2020)
Haotian Wang, Abhirup Ghosh, Jiaxin Ding, Rik Sarkar, Jie Gao
Targeted Interventions Reduce the Spread of COVID-19: Simulation Study on Real Mobility Data. CoRR (2020)
Abhirup Ghosh, Benedek Rozemberczki, Subramanian Ramamoorthy, Rik Sarkar
Topological signatures for fast mobility analysis. SIGSPATIAL/GIS (2018)
Abhirup Ghosh, Christopher Lucas, Rik Sarkar
Finding Periodic Discrete Events in Noisy Streams. CIKM (2017)
Abhik Banerjee, Abhirup Ghosh, Koustuvmoni Bharadwaj, Hemanta Saikia
Mouse Control using a Web Camera based on Colour Detection. CoRR (2014)