Heshan Devaka Fernando

According to our database, Heshan Devaka Fernando authored at least 4 papers between 2022 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance.

Lisha Chen, Heshan Devaka Fernando, Yiming Ying, Tianyi Chen

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Approach.

Heshan Devaka Fernando, Han Shen, Miao Liu, Subhajit Chaudhury, Keerthiram Murugesan, Tianyi Chen

Proceedings of the Eleventh International Conference on Learning Representations, 2023

On the Stability Analysis of Open Federated Learning Systems.

Youbang Sun, Heshan Devaka Fernando, Tianyi Chen, Shahin Shahrampour

Proceedings of the American Control Conference, 2023

2022

Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Stochastic Approach.

Heshan Devaka Fernando, Han Shen, Miao Liu, Subhajit Chaudhury, Keerthiram Murugesan, Tianyi Chen

CoRR, 2022