ENTITY
Generalization Bounds
Generalization Bounds
PulseAugur coverage of Generalization Bounds — every cluster mentioning Generalization Bounds across labs, papers, and developer communities, ranked by signal.
Total · 30d
2
2 over 90d
Releases · 30d
0
0 over 90d
Papers · 30d
2
2 over 90d
TIER MIX · 90D
TOPICS
SENTIMENT · 30D
1 day(s) with sentiment data
RECENT · PAGE 1/1 · 2 TOTAL
-
New framework quantifies risk from distribution shifts in ML models
Researchers have developed a new framework to address generalization bounds in machine learning models when faced with distribution shifts. This framework quantifies the additional risk introduced by mismatches in regim…
-
Papers challenge deep learning theory with generalization bound critiques
Two papers, one from 2016 by Zhang et al. and another from 2019 by Nagarajan and Kolter, are discussed for their impact on deep learning theory. The 2016 paper demonstrated that standard neural networks could easily mem…