Rezultati pretraživanja
  1. 1. tra 2019.

    is off to a great start with a packed hall. Eclectic mix of talks and demos spanning many areas. If you are at SysML, check out the demo by on our work on faster CNN explanations with DB-inspired optimizations.

  2. 14. svi 2019.

    Thank for a nice piece summarizing our paper on text paraphrasing adversarial attack. Adversarial training with the generated adversarial examples can improve both generalization and robustness! Paper:

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  3. 14. svi 2019.

    covers our attack on text classifiers and submodularity with and and Amazon coauthors. Congrats to my student Qi Lei for her awesome work leading this paper. Great exposition by

  4. 13. tra 2019.

    Presentation videos from are now up. Find all the talks on YouTube here:

  5. 9. tra 2019.

    After a long while, another post on my research blog! This one is about my recent conference trips: Strata Data 2019 and SysML 2019. Comments/questions welcome!

  6. 6. tra 2019.
  7. 2. tra 2019.

    is a wrap! We're also super excited to have Inderjit Dhillon, Dimitris Papailiopoulos and Vivienne Sze be general chair and PC chairs next year.

  8. 2. tra 2019.

    Had a great time talking to a lot of people at and presenting our work on CI for ML models:

  9. 1. tra 2019.

    Lots of great talks and demos at today! We still have a packed schedule, and if you're not there in person, you can tune into a live stream on our website

  10. Live stream of (today and tomorrow) at White paper laying out key directions & core questions at the intersection of systems + ML at

  11. 1. tra 2019.

    At Stanford for (Byzantine-resilient machine learning: systems part cf Github bellow). Then giving a talk at CHAI in Berkeley about the algorithmic/theoretical part ( + + )

  12. 31. ožu 2019.

    Looking forward to ()! Full-stack software-hardware systems + ML will collectively drive future intelligent systems.

  13. 31. ožu 2019.
  14. 31. ožu 2019.

    Really excited for () starting tonight! Check out our whitepaper laying out some directions & core questions at the intersection of systems + ML, co-authored by members of the steering, organizing, and program committees:

  15. 6. ožu 2019.

    Very excited to share the results of the first artifact evaluation at : ! Join the public discussion of the SysML initiative on April 2 (1:30-2pm, Fisher Conference Center, Stanford University): !

  16. 14. sij 2019.

    SysML19 accepted papers just posted online (). Registration opens on 1/16 at 10am PST.

  17. Our paper on accelerating distributed deep learning with network scheduling accepted to ! Joint work with Sayed Hadi Hashemi and Roy Campbell at UIUC. A good start to the new year! :)

  18. SysML2019 (systems+machine learning) deadline is September 28th! Check out the CFP for details:

  19. 5. ruj 2018.

    SysML deadline on 9/28- submit your work at the intersection of systems + ML! As core ML techniques mature and become widely adopted, *ML systems* work becomes increasingly critical- great opportunities for research & impact! (CFP: )

  20. 5. ruj 2018.

    Speaking of the upcoming deadline, here is my favorite video from SysML18 from Mike Jordan, that everyone in tech should (re-)watch

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