Alex Xavier

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 9

Top Topics

Domain Knowledge

Reinforcement Learning

Finite Mixture Models

Overlapping Clustering

Top Venues

Mob. Networks Appl.

Publications

Dumindu Tissera, Rukshan Wijesinghe, Kasun Vithanage, Alex Xavier, Subha Fernando, Ranga Rodrigo
End-to-end data-dependent routing in multi-path neural networks. Neural Comput. Appl. 35 (17) (2023)
Rukshan Wijesinghe, Dumindu Tissera, Mihira Kasun Vithanage, Alex Xavier, Subha Fernando, Jayathu Samarawickrama
An Advisor-Based Architecture for a Sample-Efficient Training of Autonomous Navigation Agents with Reinforcement Learning. Robotics 12 (5) (2023)
Dumindu Tissera, Kasun Vithanage, Rukshan Wijesinghe, Alex Xavier, Sanath Jayasena, Subha Fernando, Ranga Rodrigo
Neural mixture models with expectation-maximization for end-to-end deep clustering. Neurocomputing 505 (2022)
Rukshan Wijesinghe, Kasun Vithanage, Dumindu Tissera, Alex Xavier, Subha Fernando, Jayathu Samarawickrama
Transferring Domain Knowledge with an Adviser in Continuous Tasks. CoRR (2021)
Dumindu Tissera, Kasun Vithanage, Rukshan Wijesinghe, Alex Xavier, Sanath Jayasena, Subha Fernando, Ranga Rodrigo
Neural Mixture Models with Expectation-Maximization for End-to-end Deep Clustering. CoRR (2021)
Alex Xavier, Dumindu Tissera, Rukshan Wijesinghe, Kasun Vithanage, Ranga Rodrigo, Subha Fernando, Sanath Jayasena
On Large-Batch Training of Residual Networks with SignSGD. ICAAI (2021)
Rukshan Wijesinghe, Kasun Vithanage, Dumindu Tissera, Alex Xavier, Subha Fernando, Jayathu Samarawickrama
Transferring Domain Knowledge with an Adviser in Continuous Tasks. PAKDD (3) (2021)
Kasun Vithanage, Rukshan Wijesinghe, Alex Xavier, Dumindu Tissera, Sanath Jayasena, Subha Fernando
Effect of Dialogue Structure and Memory on Language Emergence in a Multi-task Game. ICCCI (CCIS Volume) (2021)
Vilmar Abreu, Altair Olivo Santin, Alex Xavier, Alison Lando, Adriano Witkovski, Rafael Ribeiro, Maicon Stihler, Lisandro Zambenedetti Granville, Ivan Chueiri
A Smart Meter and Smart House Integrated to an IdM and Key-based Scheme for Providing Integral Security for a Smart Grid ICT. Mob. Networks Appl. 23 (4) (2018)