Microsoft at MLSys 2021

Microsoft at MLSys 2021

About

Microsoft is proud to be a sponsor of the Fourth Conference on Machine Learning and Systems. See more details on our contributions below.

 

All the times listed below are in Pacific Daylight Time (PDT)

Tuesday, April 6

1:30 – 2:50 PM | Communication and Storage
In-network Aggregation for Shared Machine Learning Clusters | *Outstanding Paper Award Winner
Nadeen Gebara, Manya Ghobadi, Paolo Costa
Poster Session: April 6

1:30 – 2:50 PM | Training (I)
Scaling Distributed Training with Adaptive Summation
Saeed MalekiMadan MusuvathiTodd MytkowiczOlli SaarikiviTianju XuVadim EksarevskiyJaliya EkanayakeEmad Barsoum
Poster Session: April 6

5:00 – 6:00 PM | Poster
Scaling Distributed Training with Adaptive Summation
Saeed MalekiMadan MusuvathiTodd MytkowiczOlli SaarikiviTianju XuVadim EksarevskiyJaliya EkanayakeEmad Barsoum
Oral Session: April 6

In-network Aggregation for Shared Machine Learning Clusters | *Outstanding Paper Award Winner
Nadeen Gebara, Manya Ghobadi, Paolo Costa
Oral Session: April 6

Thursday, April 8

1:30 – 2:50 PM | Tools
FLAML: A Fast and Lightweight AutoML Library
Chi WangQingyun WuMarkus WeimerErkang Zhu
Poster Session: April 8

To Bridge Neural Network Design and Real-World Performance: A Behaviour Study for Neural Networks
Xiaohu Tang, Shihao Han, Li Lyna ZhangTing CaoYunxin Liu
Poster Session: April 8

5:00 – 6:00 PM | Poster
FLAML: A Fast and Lightweight AutoML Library
Chi WangQingyun WuMarkus WeimerErkang Zhu
Oral Session: April 8

To Bridge Neural Network Design and Real-World Performance: A Behaviour Study for Neural Networks
Xiaohu Tang, Shihao Han, Li Lyna ZhangTing CaoYunxin Liu
Oral Session: April 8

Friday, April 9

7:00 – 11:00 AM | Workshop
Workshop of Graph Neural Networks and Systems (GNNs)
Program Committee: Marc Brockschmidt

8:00 AM – 5:00 PM | Workshop
Journal of Opportunities, Unexpected limitations, Retrospectives, Negative results, and Experiences
Organizers: Abhishek Gupta, Udit Gupta, Mayoore Jaiswal, Lillian Pentecost, Shagun Sodhani, David Brooks, and Joelle Pineau

4:00 PM – 5:45 PM | Workshop
Accelerated Learning by Exploiting Popular Choices” | PeRSonAl @ MLSys 2021
Speaker: Divya Mahajan

Saturday, April 10

7:00 – 11:00 AM | Workshop
Workshop of Graph Neural Networks and Systems (GNNs) (2nd day)
Program Committee: Marc Brockschmidt

Career opportunities

We currently have 100’s of ML roles open across our teams in North America.  Below is a sample, please check out our Careers at Microsoft | Microsoft jobs for more openings.

Additional job openings are available related to the Azure Hardware Architecture (AHA) group. AHA’s mission is to architect the world’s computer, driving the vision and architectural roadmap for Azure’s hardware infrastructure. Check out the current openings here.