ENTITY
Hardt, Recht, and Singer
Hardt, Recht, and Singer
PulseAugur coverage of Hardt, Recht, and Singer — every cluster mentioning Hardt, Recht, and Singer across labs, papers, and developer communities, ranked by signal.
Total · 30d
0
2 over 90d
Releases · 30d
0
0 over 90d
Papers · 30d
0
2 over 90d
TIER MIX · 90D
TOPICS
RECENT · PAGE 1/1 · 2 TOTAL
-
New framework unifies Lyapunov-IQC for accelerated optimizer stability
Researchers have developed a new framework using Lyapunov functions and integral quadratic constraints (IQC) to analyze the uniform stability of accelerated first-order optimization algorithms. This approach extends pre…
-
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…