Archival Video
(these are the only videos from MLSys 2020)
Christopher Ré (Stanford University): Theory & Systems for Weak Supervision
Shafi Goldwasser (Simons Institute,UC Berkeley): Cryptography for Safe Machine Learning
The MLSys Organizing Committee would like to thank our reviewers!
Announcements
- Deadline for full refund extended to Sunday, March 1st at 4pm PST. The conference has NOT been canceled or posponed.
- Early pricing extended to Feb 17th to accommodate workshop presenters
- The 2020 conference will have a workshop track following the main conference on Mar 4. Workshops are included in the ticket price.
- Due to trademark concerns, the Conference on Systems and Machine Learning (SysML) has changed its name to the Conference on Machine Learning and Systems (MLSys)
Board
Ameet Talwalkar (President)
Virginia Smith (Secretary)
Inderjit Dhillon (Treasurer)
Matei Zaharia
Steering Committee
Jennifer Chayes
Bill Dally
Jeff Dean
Michael I. Jordan
Yann LeCun
Fei-Fei Li
Alex Smola
Dawn Song
Eric Xing
Organizing Committee
|
General Chair Inderjit Dhillon Program Chairs Dimitris Papailiopoulos Workshop Chairs Ralf Herbrich Publications Chair Jakub Konečný |
Artifact Evaluation Chairs Grigori Fursin Publicity Chair Gauri Joshi Demo Chairs Jing Li Web Chair Siddhartha Sen |
The organizers can be contacted here.
Program Committee
Jayadev Acharya
Dan Alistarh
Mohammad Alizadeh
Gustavo Alonso
David Andersen
Peter Bailis
Michael Carbin
Nicholas Carlini
Bryan Catanzaro
Tianqi Chen
Yu-Hsin Chen
Yuejie Chi
Minsik Cho
Christopher De Sa
Greg Diamos
Alex Dimakis
Lara Dolecek
Pradeep Dubey
Hadi Esmaeilzadeh
Kayvon Fatahalian
Phillip Gibbons
Garth Gibson
Anna Goldie
Justin Gottschlich
Kim Hazelwood
Cho-Jui Hsieh
Prateek Jain
Gauri Joshi
Rania Khalaf
Jakub Konečný
Farinaz Koushanfar
Sanmi Koyejo
Tim Kraska
Arun Kumar
Anastasios Kyrillidis
Aparna Lakshmiratan
Kangwook Lee
Hai (Helen) Li
Jing Li
Siyuan Ma
Diana Marculescu
Erik Meijer
Xiangrui Meng
Azalia Mirhoseini
Ioannis Mitliagkas
Rajat Monga
Andreas Moshovos
Jennifer Myers
Rob Nowak
Gennady Pekhimenko
Alex Ratner
Theodoros Rekatsinas
Bita Rouhani
Hanie Sedghi
Siddhartha Sen
Yakun Sophia Shao
Virginia Smith
Evan Sparks
Suvrit Sra
Martin Takac
Ameet Talwalkar
Joaquin Vanschoren
Shivaram Venkataraman
Marian Verhelst
Markus Weimer
Paul Whatmough
Andrew Wilson
Stephen Wright
Carole-Jean Wu
Neeraja Yadwadkar
Eiko Yoneki
Matei Zaharia
Ce Zhang
Important Dates
| Conference Sessions | Mon Mar 2nd through Wed the 4th |
| Workshop Application Opens | Aug 02 02:59 PM PDT * | |
| Paper Submission deadline | Sep 09 04:59 PM PDT * | |
| Author Feedback Begins | Nov 11 04:59 PM PST * | |
| Workshop Application Close | Nov 15 05:00 PM PST * | |
| Paper Rebuttal/discussion ends | Nov 20 04:59 PM PST * | |
| Workshop Notifications | Nov 22 02:59 PM PST * | |
| Sponsor Portal Open | Dec 26 01:17 PM PST * | |
| Paper Decision Notification | Jan 03 02:59 PM PST * | |
| Workshop Organizer Notifications | Feb 07 03:59 PM PST * | |
| Early pricing before this date. | Feb 17 04:59 PM PST * | |
| Camera Ready Deadline | Feb 28 (Anywhere on Earth) | |
| Last chance for a refund on registration fees | Mar 01 04:00 PM PST * | |
| All dates » | * Dates above are in pacific time |
About Machine Learning and Systems (MLSys)
The Conference on Machine Learning and Systems targets research at the intersection of machine learning and systems. The conference aims to elicit new connections amongst these fields, including identifying best practices and design principles for learning systems, as well as developing novel learning methods and theory tailored to practical machine learning workflows. Topics include:
- Computer architecture
- Computer networks
- Computer security
- Databases
- Design automation
- Embedded & real-time systems
- High-performance computing
- Mobile computing
- Measurement & perf. analysis
- Operating systems
- Programming languages
- Software engineering
Read the whitepaper to learn more.
