GTC ON-DEMAND

 
SEARCH SESSIONS
SEARCH SESSIONS

Search All
 
Refine Results:
 
Year(s)

SOCIAL MEDIA

EMAIL SUBSCRIPTION

 
 

GTC ON-DEMAND

Presentation
Media
Abstract:

We'll discuss PingAn's smart car insurance claims solution, which includes automatic vehicle picture estimation and anti-fraud detection. Learn how we reduced processing time for claims from days to seconds, increased operating efficiency, and cut billions in operation costs. Using the NVIDIA RAPIDS machine learning acceleration platform, we trained anti-fraud and risk-estimation models on GPUs, reducing model training time from weeks to hours. We will also share insights from our current work using GPU-Accelerated graph analytics to identify suspicious transactions, discuss mistakes we made, and offer suggestions for other data scientists based on our experience.

We'll discuss PingAn's smart car insurance claims solution, which includes automatic vehicle picture estimation and anti-fraud detection. Learn how we reduced processing time for claims from days to seconds, increased operating efficiency, and cut billions in operation costs. Using the NVIDIA RAPIDS machine learning acceleration platform, we trained anti-fraud and risk-estimation models on GPUs, reducing model training time from weeks to hours. We will also share insights from our current work using GPU-Accelerated graph analytics to identify suspicious transactions, discuss mistakes we made, and offer suggestions for other data scientists based on our experience.

  Back
 
Topics:
Finance - Deep Learning, Accelerated Data Science, Finance - Accelerated Analytics
Type:
Talk
Event:
GTC Silicon Valley
Year:
2019
Session ID:
S9863
Streaming:
Download:
Share:
 
 
Previous
  • Amazon Web Services
  • IBM
  • Cisco
  • Dell EMC
  • Hewlett Packard Enterprise
  • Inspur
  • Lenovo
  • SenseTime
  • Supermicro Computers
  • Synnex
  • Autodesk
  • HP
  • Linear Technology
  • MSI Computer Corp.
  • OPTIS
  • PNY
  • SK Hynix
  • vmware
  • Abaco Systems
  • Acceleware Ltd.
  • ASUSTeK COMPUTER INC
  • Cray Inc.
  • Exxact Corporation
  • Flanders - Belgium
  • Google Cloud
  • HTC VIVE
  • Liqid
  • MapD
  • Penguin Computing
  • SAP
  • Sugon
  • Twitter
Next