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Task-Driven Detection of Distribution Shifts with Statistical Guarantees
  for Robot Learning

Task-Driven Detection of Distribution Shifts with Statistical Guarantees for Robot Learning

25 June 2021
Alec Farid
Sushant Veer
Divya Pachisia
Anirudha Majumdar
    OODD
ArXivPDFHTML

Papers citing "Task-Driven Detection of Distribution Shifts with Statistical Guarantees for Robot Learning"

3 / 3 papers shown
Title
Robust Out-of-distribution Detection for Neural Networks
Robust Out-of-distribution Detection for Neural Networks
Jiefeng Chen
Yixuan Li
Xi Wu
Yingyu Liang
S. Jha
OODD
155
84
0
21 Mar 2020
Real-time Out-of-distribution Detection in Learning-Enabled
  Cyber-Physical Systems
Real-time Out-of-distribution Detection in Learning-Enabled Cyber-Physical Systems
Feiyang Cai
X. Koutsoukos
OODD
119
73
0
28 Jan 2020
Pac-Bayesian Supervised Classification: The Thermodynamics of
  Statistical Learning
Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning
O. Catoni
148
453
0
03 Dec 2007
1