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ORCIDHeshan Devaka Fernando
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2020 – today
- 2024
[j1]Lisha Chen, Heshan Devaka Fernando, Yiming Ying, Tianyi Chen:
Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance. J. Mach. Learn. Res. 25: 193:1-193:53 (2024)- [c5]Heshan Devaka Fernando, Lisha Chen, Songtao Lu, Pin-Yu Chen, Miao Liu, Subhajit Chaudhury, Keerthiram Murugesan, Gaowen Liu, Meng Wang, Tianyi Chen:
Variance Reduction Can Improve Trade-Off in Multi-Objective Learning. ICASSP 2024: 6975-6979 - [c4]Shuai Zhang, Heshan Devaka Fernando, Miao Liu, Keerthiram Murugesan, Songtao Lu, Pin-Yu Chen, Tianyi Chen, Meng Wang:
SF-DQN: Provable Knowledge Transfer using Successor Feature for Deep Reinforcement Learning. ICML 2024 - [i5]Shuai Zhang, Heshan Devaka Fernando, Miao Liu, Keerthiram Murugesan, Songtao Lu, Pin-Yu Chen, Tianyi Chen, Meng Wang:
SF-DQN: Provable Knowledge Transfer using Successor Feature for Deep Reinforcement Learning. CoRR abs/2405.15920 (2024) - [i4]Heshan Devaka Fernando, Han Shen, Parikshit Ram, Yi Zhou, Horst Samulowitz, Nathalie Baracaldo, Tianyi Chen:
Mitigating Forgetting in LLM Supervised Fine-Tuning and Preference Learning. CoRR abs/2410.15483 (2024) - 2023
- [c3]Youbang Sun, Heshan Devaka Fernando, Tianyi Chen, Shahin Shahrampour:
On the Stability Analysis of Open Federated Learning Systems. ACC 2023: 867-872 - [c2]Heshan Devaka Fernando, Han Shen, Miao Liu, Subhajit Chaudhury, Keerthiram Murugesan, Tianyi Chen:
Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Approach. ICLR 2023 - [c1]Lisha Chen, Heshan Devaka Fernando, Yiming Ying, Tianyi Chen:
Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance. NeurIPS 2023 - [i3]Lisha Chen, Heshan Devaka Fernando, Yiming Ying, Tianyi Chen:
Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance. CoRR abs/2305.20057 (2023) - 2022
- [i2]Youbang Sun, Heshan Devaka Fernando, Tianyi Chen, Shahin Shahrampour:
On the Stability Analysis of Open Federated Learning Systems. CoRR abs/2209.12307 (2022) - [i1]Heshan Devaka Fernando, Han Shen, Miao Liu, Subhajit Chaudhury, Keerthiram Murugesan, Tianyi Chen:
Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Stochastic Approach. CoRR abs/2210.12624 (2022)
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last updated on 2024-11-27 21:19 CET by the dblp team
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