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Provable Pathways: Learning Multiple Tasks over Multiple Paths

Provable Pathways: Learning Multiple Tasks over Multiple Paths

8 March 2023
Yingcong Li
Samet Oymak
    MoE
ArXivPDFHTML

Papers citing "Provable Pathways: Learning Multiple Tasks over Multiple Paths"

6 / 6 papers shown
Title
Provable Benefits of Task-Specific Prompts for In-context Learning
Xiangyu Chang
Yingcong Li
Muti Kara
Samet Oymak
A. Roy-Chowdhury
50
0
0
03 Mar 2025
Reduction of Class Activation Uncertainty with Background Information
Reduction of Class Activation Uncertainty with Background Information
H. M. D. Kabir
13
9
0
05 May 2023
An Evolutionary Approach to Dynamic Introduction of Tasks in Large-scale
  Multitask Learning Systems
An Evolutionary Approach to Dynamic Introduction of Tasks in Large-scale Multitask Learning Systems
Andrea Gesmundo
J. Dean
31
23
0
25 May 2022
Efficiently Identifying Task Groupings for Multi-Task Learning
Efficiently Identifying Task Groupings for Multi-Task Learning
Christopher Fifty
Ehsan Amid
Zhe Zhao
Tianhe Yu
Rohan Anil
Chelsea Finn
201
238
1
10 Sep 2021
Towards Personalized Federated Learning
Towards Personalized Federated Learning
A. Tan
Han Yu
Li-zhen Cui
Qiang Yang
FedML
AI4CE
183
840
0
01 Mar 2021
Learning Task Grouping and Overlap in Multi-task Learning
Learning Task Grouping and Overlap in Multi-task Learning
Abhishek Kumar
Hal Daumé
177
524
0
27 Jun 2012
1