Tolga Soyata
Artificial Intelligence · 2012–2020
A researcher in the Science corpus: 4 papers; trusts 3 researchers and is trusted by 1 researcher here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 64 citations into it
- Electrical and Electronic Engineering — 33 citations into it
- Computer Vision and Pattern Recognition — 25 citations into it; #20,038 of 21,575 by trust here, #15,162 by citations
- Federated & Distributed Learning — 24 citations into it
Whom Tolga Soyata trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
Who trusts Tolga Soyata overall
Papers from Tolga Soyata's perspective
Ordered by how strongly the researchers Tolga Soyata trusts endorse each paper. Same corpus, a different order for every researcher.
- Communication-Efficient Learning of Deep Networks from Decentralized Data
- Robust Real-Time Face Detection
- Client Selection for Federated Learning with Heterogeneous Resources in Mobile Edge
- Advances and Open Problems in Federated Learning (Found. Trends Mach. Learn.)
- Towards Federated Learning at Scale: System Design
- Eigenfaces for Recognition
- Incentive Mechanism for Reliable Federated Learning: A Joint Optimization Approach to Combining Reputation and Contract Theory
- The Case for VM-Based Cloudlets in Mobile Computing (IEEE pervasive computing)
- Federated Learning: Challenges, Methods, and Future Directions
- A Survey on Wearable Sensor-Based Systems for Health Monitoring and Prognosis
Their papers
- A Survey of Healthcare Internet-of-Things (HIoT): A Clinical Perspective (2019) — 312 citations
- Health Monitoring and Management Using Internet-of-Things (IoT) Sensing with Cloud-Based Processing: Opportunities and Challenges (2015) — 671 citations
- Federated Learning in Smart City Sensing: Challenges and Opportunities (2020) — 295 citations
- Cloud-Vision: Real-time face recognition using a mobile-cloudlet-cloud acceleration architecture (2012) — 435 citations