Concept
Complexity theory and organizations
Publications associées (43)
The statistical complexity of early-stopped mirror descent
Tomas Vaskevicius, Varun Kanade
Recently there has been a surge of interest in understanding implicit regularization properties of iterative gradient-based optimization algorithms. In this paper, we study the statistical guarantees on the excess risk achieved by early-stopped unconstrain ...
Oxford2023Design and manufacture of edible microfluidic logic gates
Dario Floreano, Bokeon Kwak, Shuhang Zhang
Edible robotics is an emerging research field with potential use in environmental, food, and medical scenarios. In this context, the design of edible control circuits could increase the behavioral complexity of edible robots and reduce their dependence on ...
IEEE2023Characterization and prediction of clinical pathways of vulnerability to psychosis through graph signal processing
Dimitri Nestor Alice Van De Ville, Maude Schneider, Daniela Maria Zöller, Anjali Bagunu Tarun
Causal interactions between specific psychiatric symptoms could contribute to the heterogenous clinical trajectories observed in early psychopathology. Current diagnostic approaches merge clinical manifestations that co-occur across subjects and could sign ...
eLIFE SCIENCES PUBL LTD2021The effects of model complexity and size on metabolic flux distribution and control: case study in Escherichia coli
Vassily Hatzimanikatis, Georgios Fengos, Tuure Eelis Hameri
Background Significant efforts have been made in building large-scale kinetic models of cellular metabolism in the past two decades. However, most kinetic models published to date, remain focused around central carbon pathways or are built around ad hoc re ...
BMC2021Entrepreneurship across Sociocultural Contexts: Empirical and Theoretical Perspectives
Entrepreneurship is a highly contextualized process. Yet, the vast majority of entrepreneurship research has focused on Western contexts, yielding a skewed picture of global entrepreneurial behavior. Moreover, theories of mainstream psychology explaining t ...
EPFL2020