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Computational-Statistical Tradeoffs at the Next-Token Prediction Barrier: Autoregressive and Imitation Learning under Misspecification
18 February 2025
Dhruv Rohatgi
Adam Block
Audrey Huang
Akshay Krishnamurthy
Dylan J. Foster
Re-assign community
ArXiv (abs)
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Papers citing
"Computational-Statistical Tradeoffs at the Next-Token Prediction Barrier: Autoregressive and Imitation Learning under Misspecification"
3 / 3 papers shown
Title
SAMPO:Scale-wise Autoregression with Motion PrOmpt for generative world models
Sen Wang
Jingyi Tian
Le Wang
Zhimin Liao
Jiayi Li
Huaiyi Dong
Kun Xia
Sanping Zhou
Wei Tang
Hua Gang
VGen
LRM
0
0
0
19 Sep 2025
EMA Without the Lag: Bias-Corrected Iterate Averaging Schemes
Adam Block
Cyril Zhang
49
0
0
31 Jul 2025
Inverse Q-Learning Done Right: Offline Imitation Learning in
Q
π
Q^π
Q
π
-Realizable MDPs
Antoine Moulin
Gergely Neu
Luca Viano
OffRL
128
0
0
26 May 2025
1