output
19992026
most citedEmpirical risk minimization for heavy-tailed losses

61 citations

Showing 2020Show all

5 papers · 1 filter

cs.NE2020

Mapping of Real World Problems to Nature Inspired Algorithm using Goal based Classification and TRIZ

Palak Sukharamwala, Manojkumar Parmar

The technologies and algorithms are growing at an exponential rate. The technologies are capable enough to solve technically challenging and complex problems which seemed impossibl…

cs.CL2020★ 5 cited

Performance in the Courtroom: Automated Processing and Visualization of Appeal Court Decisions in France

Paul Boniol, George Panagopoulos, Christos Xypolopoulos +3

Artificial Intelligence techniques are already popular and important in the legal domain. We extract legal indicators from judicial judgment to decrease the asymmetry of informatio…

stat.AP2020★ 2 cited

Hierarchical robust aggregation of sales forecasts at aggregated levels in e-commerce, based on exponential smoothing and Holt's linear trend method

Malo Huard, Rémy Garnier, Gilles Stoltz

We revisit the interest of classical statistical techniques for sales forecasting like exponential smoothing and extensions thereof (as Holt's linear trend method). We do so by con…

cs.CR2020★ 26 cited

Dynamic Role-Based Access Control for Decentralized Applications

Arnab Chatterjee, Yash Pitroda, Manojkumar Parmar

Access control management is an integral part of maintaining the security of an application. Although there has been significant work in the field of cloud access control mechanism…

astro-ph.IM2020★ 25 cited

Vetting the optical transient candidates detected by the GWAC network using convolutional neural networks

Damien Turpin, M. Ganet, S. Antier +10

The observation of the transient sky through a multitude of astrophysical messengers hasled to several scientific breakthroughs these last two decades thanks to the fast evolution…