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researcher

Sumudu Samarakoon

7 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author6
  • last author1

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.NI2
  • cs.CV1
  • cs.RO1
  • eess.SP1
ORCID 0000-0002-2382-1982

identity via Semantic Scholar / OpenAlex

activity
20162024
most citedLatency-Aware Radio Resource Optimization in Learning-Based Cloud-Aided Small Cell Wireless Networks

6 citations · 6 across the 7 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2024

Maze Discovery using Multiple Robots via Federated Learning

Kalpana Ranasinghe, H. P. Madushanka, Rafaela Scaciota +2

This work presents a use case of federated learning (FL) applied to discovering a maze with LiDAR sensors-equipped robots. Goal here is to train classification models to accurately…

cs.LG2023

Federated Learning Games for Reconfigurable Intelligent Surfaces via Causal Representations

Charbel Bou Chaaya, Sumudu Samarakoon, Mehdi Bennis

In this paper, we investigate the problem of robust Reconfigurable Intelligent Surface (RIS) phase-shifts configuration over heterogeneous communication environments. The problem i…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.