Deep Integration and Production Networks: An Empirical Analysis

An Empirical Study of Export and Economic Growth in India since 1960: A Co integration Analysis

An Empirical Analysis of Integration

An Empirical Analysis of Vertical Integration Determinants among Peasant Farmers in Northern Algeria

This study aims to analyze the determinants of vertical integration (ownership and contract-ing) among peasant farmers in Northern Algeria. The choice of asset control is between ownership and a simple contracting. Thus, the integration of vertical stages of agricultural produc-tion leads to higher gross margins, influences the choice of marketing and supply channels, and improves market partic...

an empirical study of export and economic growth in india since 1960: a co integration analysis

An Empirical Analysis of Deep Network Loss Surfaces

The training of deep neural networks is a high-dimension optimization problem with respect to the loss function of a model. Unfortunately, these functions are of high dimension and non-convex and hence difficult to characterize. In this paper, we empirically investigate the geometry of the loss functions for state-of-the-art networks with multiple stochastic optimization methods. We do this thr...