On the Statistical Benefits of Curriculum Learning

13 November 2021

Papers citing "On the Statistical Benefits of Curriculum Learning"

8 / 8 papers shown

Title
Improving the Convergence Rates of Forward Gradient Descent with Repeated Sampling Niklas Dexheimer Johannes Schmidt-Hieber FedML 100 0 0 26 Nov 2024
Diversify and Conquer: Diversity-Centric Data Selection with Iterative Refinement Simon Yu Liangyu Chen Sara Ahmadian Marzieh Fadaee 80 7 0 17 Sep 2024
Disentangling and Mitigating the Impact of Task Similarity for Continual Learning Naoki Hiratani CLL 103 4 0 30 May 2024
Solving a Real-World Optimization Problem Using Proximal Policy Optimization with Curriculum Learning and Reward Engineering Abhijeet Pendyala Asma Atamna Tobias Glasmachers OffRL 119 1 0 03 Apr 2024
Sample Efficient Myopic Exploration Through Multitask Reinforcement Learning with Diverse Tasks Ziping Xu Zifan Xu Runxuan Jiang Peter Stone Ambuj Tewari 83 1 0 03 Mar 2024
Curricular and Cyclical Loss for Time Series Learning Strategy Chenxi Sun Hongyan Li Moxian Song D. Cai linda Qiao 59 1 0 26 Dec 2023
Provable Pathways: Learning Multiple Tasks over Multiple Paths Yingcong Li Samet Oymak MoE 71 4 0 08 Mar 2023
Provable and Efficient Continual Representation Learning Yingcong Li Mingchen Li M. Salman Asif Samet Oymak CLL 59 13 0 03 Mar 2022