On Efficient Object-Detection NAS for ADAS on Edge devices
Diksha Gupta, Rhui Dih Lee, et al.
CAI 2024
The multiclass network equilibrium problem is expressed in general as a nonmonotone, asymmetric, variational inequality problem. We show that in spite of the nonmonotonicity of the cost operator, the problem may actually satisfy a weaker property, induced by the hierarchical nature of the travel cost interactions. This property allows a natural decomposition approach, not otherwise available, that admits provably convergent algorithms. We present one such algorithm, easily implementable using a solver for the single-class network equilibrium problem, together with a convergence proof. © 2004 INFORMS.
Diksha Gupta, Rhui Dih Lee, et al.
CAI 2024
Shiau Hong Lim, Hasan Poonawala, et al.
ICDM 2019
Hasan Poonawala, Vinay Kolar, et al.
KDD 2016
Soham Ghosh, Muhammad Tayyab Asif, et al.
CDC 2017