ENTITY
SOC-ICNN
SOC-ICNN
PulseAugur coverage of SOC-ICNN — every cluster mentioning SOC-ICNN 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
RECENT · PAGE 1/1 · 2 TOTAL
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Researchers explore dual geometry of SOC-ICNN value functions for white-box inference
Researchers have developed a method to analyze the dual geometry of Second-Order Cone Input Convex Neural Networks (SOC-ICNNs). This approach allows for the recovery of geometric properties like subdifferentials and loc…
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SOC-ICNN: From Polyhedral to Conic Geometry for Learning Convex Surrogate Functions
Researchers have introduced SOC-ICNN, a novel neural network architecture that expands the representational capabilities beyond classical ReLU-based Input Convex Neural Networks (ICNNs). By generalizing from Linear Prog…