DiDi @NeurIPS 2019 | 千里相聚温哥华，共述机器学习新方向（预告篇）

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Introduction

NeurIPS（Conference and Workshop on Neural Information Processing Systems，神经信息处理系统大会）于1986 年在由加州理工学院和贝尔实验室组织的Snowbird 神经网络计算年度闭门论坛上首次提出，最初被设计为研究探索生物和人工神经网络的互补性开放跨学科会议。近年来的NeurIPS 大会一直以机器学习、人工智能和统计学论文为主。是公认的机器学习领域的顶级会议。今年NeurIPS将于12月8日至12月14日在加拿大温哥华举行。

NeurIPS 2019 will take place in Vancouver Convention Center from December 8th to December 14th, 2019 in Vancouver, Canada. DiDi’s presence at NeurIPS 2019 will consist of Technical Talk, Accepted Papers, Demonstration, Booth etc.

DiDi is a Platinum Sponsor of NeurIPS 2019.

We hope you’ll stop by our sessions and our booth to meet our researchers and chat about the ongoing projects and opportunities at DiDi. Learn more about our work below!

Tech Talk

AI for Marketplace with Applications to Ride-sharing Business

Hongtu Zhu

Sun Dec 8th 03:35 PM -- 03:55 PM

Accepted Papers

Graph-Based Semi-Supervised Learning with Non-ignorable Non-response In Algorithms -- Semi-Supervised Learning (NeurIPS 2019)

Fan Zhou; Tengfei Li; Haibo Zhou; Hongtu Zhu; Ye Jieping

Wed Dec 11th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #29

Multi-source Domain Adaptation for Semantic Segmentation (NeurIPS 2019)

Sicheng Zhao; Bo Li; Xiangyu Yue;  Yang Gu;  Pengfei Xu; Runbo Hu;  Hua Chai; Kurt Keutzer

Wed Dec 11th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #80

A Knowledge Graph Based Health Assistant (NeurIPS 2019 Joint Workshop on AI for Social Good)

Lin Bo; Wenjuan Luo; Zang Li; Xiaoqing Yang; Han Zhang; Daxin Zheng

Sat Dec 14th 08:00 AM -- 06:00 PM @ East Meeting Rooms 11 + 12

Dynamic Vehicle Dispatching Based on Minimum Fleet A Deep Reinforcement Learning Method (Deep Reinforcement Learning Workshop, NeurIPS 2019)

Wenqi Zhang; Qiang Wang; Jingjing Li; Donghai Shi 

Sat Dec 14th 08:00 AM -- 07:00 PM @ West Exhibition Hall C

Offline Reinforcement Learning via Trajectory Synthesis (Deep Reinforcement Learning Workshop, NeurIPS 2019)

Weiyang Qu; Yang Yu; Qingyang Li; Zhiwei(Tony) Qin; Mengyue Yang; Yiping Meng; Jieping Ye

Sat Dec 14th 08:00 AM -- 07:00 PM @ West Exhibition Hall C

Reinforcement Learning for Uplift Modeling in Ridesharing Market (New in ML, NeurIPS 2019)

Shujuan(Jessie) Sun; Long Liu; Xin(William) Shen;  Fei(Richard) Guo

Mon Dec 9th 12:30 PM - 14:00 PM   @East Exhibition Hall B + C

Accepted Demo

AI in Two-sided Ride-sharing Marketplace (NeurIPS 2019)

Zhiwei(Tony) Qin; Shikai Luo;  Lingyu Zhang;  Yan Jiao; Xiaocheng Tang; Lulu Zhang; Hongtu Zhu; Jieping Ye

Tue Dec 10th 05:30 PM -- 07:30 PM @ East Exhibition Hall B + C

Challenge

NeurIPS ML4AD: D²-City & BDD100K Detection Domain Adaptation Challenge

https://ml4ad.github.io/#challenge

Zhengping Che; Qun (Tracy) Li; Yiping Meng; Guobin Wu; Jieping Ye

Sat Dec 14th 08:00 AM -- 06:00 PM @ East Meeting Rooms 1 – 3

We are Hiring!

Note

If you have any question or want to schedule a meeting during NeurIPS 2019, please contact: [e-mail].

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