#debugml - Twitter Hashtag

over 2 years ago

Last day to use the FREE code! Take the course over 4k data scientists and developers have signed up for. The AI Quality Workshop - free! Sign up now, start whenever. Expires soon! https://t.co/RixwGHcmH6 Code: SPRINGTRUERA #MLEval #MLtesting #MLOps #debugML #MLtest

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QuantumBlack, AI by McKinsey @quantumblack

over 7 years ago

Performance, explainability, and fairness are the key areas at risk when building ML at a rapid pace. Find out about QuantumBlack's approach to ensuring high quality ML at #ICLR #DebugML #AI #fairness #ethicalAI #methodology https://t.co/SD2rIhAsHW

quantumblack's tweet photo. Performance, explainability, and fairness are the key areas at risk when building ML at a rapid pace. Find out about QuantumBlack's approach to ensuring high quality ML at #ICLR #DebugML #AI #fairness #ethicalAI #methodology https://t.co/SD2rIhAsHW https://t.co/2eujRb9TlB

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Rahul Huilgol @rahuilgol

over 7 years ago · New Orleans

Enjoyed Prof. Madry's talk and the various posters from his group about this fascinating new perspective on adversarial examples and robustness #ICLR2019 #DebugML

Aleksander Madry @aleks_madry

over 7 years ago

What if adversarial examples are not bugs...but features? Read about our new perspective and surprising experiments: https://t.co/3yeqsCAWIQ [1/3] (joint work with @andrew_ilyas @ShibaniSan @tsiprasd @logan_engstrom Brandon Tran)

aleks_madry's tweet photo. What if adversarial examples are not bugs...but features? Read about our new perspective and surprising experiments: https://t.co/3yeqsCAWIQ [1/3] (joint work with @andrew_ilyas @ShibaniSan @tsiprasd @logan_engstrom Brandon Tran) https://t.co/CY1q0xIIWf

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𝙷𝚒𝚖𝚊 𝙻𝚊𝚔𝚔𝚊𝚛𝚊𝚓𝚞

@hima_lakkaraju

over 7 years ago

Our entire workshop has been video recorded and is available at https://t.co/Kxb0kwwHHd @iclr2019 #DebugML #ICLR2019

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𝙷𝚒𝚖𝚊 𝙻𝚊𝚔𝚔𝚊𝚛𝚊𝚓𝚞

@hima_lakkaraju

over 7 years ago

Thank you to our speakers, PC, and all the @iclr2019 attendees who made our workshop #DebugML such a grand success! We had the highest number of registered attendees among all the #ICLR2019 workshops. @aleks_madry @CynthiaRudin @sameer_ @suchisaria @rajiinio @julius_adebayo

hima_lakkaraju's tweet photo. Thank you to our speakers, PC, and all the @iclr2019 attendees who made our workshop #DebugML such a grand success! We had the highest number of registered attendees among all the #ICLR2019 workshops. @aleks_madry @CynthiaRudin @sameer_ @suchisaria @rajiinio @julius_adebayo https://t.co/r9O1k57sII

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Daniel First

@DanielFirstAx

over 7 years ago

Was happy to share @quantumblack's new approach to ML risk management, at #ICLR2019's #DebugML workshop! You can read the extended abstract here: https://t.co/smahwkDx7o Thanks to ICLR attendees for great conversation and to @hima_lakkaraju + others for a great workshop!

DanielFirstAx's tweet photo. Was happy to share @quantumblack's new approach to ML risk management, at #ICLR2019's #DebugML workshop!

You can read the extended abstract here: https://t.co/smahwkDx7o

Thanks to ICLR attendees for great conversation and to @hima_lakkaraju + others for a great workshop! https://t.co/f5V7mvDJ8R

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𝙷𝚒𝚖𝚊 𝙻𝚊𝚔𝚔𝚊𝚛𝚊𝚓𝚞

@hima_lakkaraju

over 7 years ago

2 out of 3 workshops that focus on ML for society @iclr2019 (#DebugML, #AI4SocialGood) are being co-organized by alumni of @datascifellows, a summer fellowship led by the amazing @rayidghani. Thank you so much for creating this community, Rayid! #ICLR2019

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Eric Horvitz

@erichorvitz

over 7 years ago

For decades #ML perf. was reported as couple of composite scores @besanushi demos tool @iclr2019 that provides lens on "error terrains" to guide & refine. Builds on work @HCOMP18 https://t.co/kF7dGKpM61 @ecekamar @hima_lakkaraju #DebugML @MSFTResearch #AetherCommittee @compcomcon

𝙷𝚒𝚖𝚊 𝙻𝚊𝚔𝚔𝚊𝚛𝚊𝚓𝚞

@hima_lakkaraju

over 7 years ago

@erichorvitz @besanushi @MSFTResearch @ecekamar And, "Error terrain analysis for machine learning" wins the best demo award. Our judges really loved it. Congratulations to the entire team! @besanushi @ecekamar @erichorvitz

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𝙷𝚒𝚖𝚊 𝙻𝚊𝚔𝚔𝚊𝚛𝚊𝚓𝚞

@hima_lakkaraju

over 7 years ago

Prof. @CynthiaRudin talks about "Dont debug your black box, replace it!!" https://t.co/b6rfM2V647 #DebugML #ICLR2019 Room R03 @iclr2019

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𝙷𝚒𝚖𝚊 𝙻𝚊𝚔𝚔𝚊𝚛𝚊𝚓𝚞

@hima_lakkaraju

over 7 years ago

@rajiinio talking about her amazing research on “Debugging Discriminatory ML Systems". We, as a community, should be super proud of her for doing such amazing work at such a young age. @black_in_ai @iclr2019 #DebugML #ICLR2019

hima_lakkaraju's tweet photo. @rajiinio talking about her amazing research on “Debugging Discriminatory ML Systems". We, as a community, should be super proud of her for doing such amazing work at such a young age. @black_in_ai @iclr2019 #DebugML #ICLR2019 https://t.co/kHcjTSaTMe

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𝙷𝚒𝚖𝚊 𝙻𝚊𝚔𝚔𝚊𝚛𝚊𝚓𝚞

@hima_lakkaraju

over 7 years ago

After amazing talks by @sameer_ and @rajiinio, the #DebugML workshop will resume at 320pm in Room R03 with an invited talk by @suchisaria on "Safe and Reliable Machine Learning: Preventing and Identifying Failures". You do not want to miss this! #ICLR2019 @iclr2019

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𝙷𝚒𝚖𝚊 𝙻𝚊𝚔𝚔𝚊𝚛𝚊𝚓𝚞

@hima_lakkaraju

over 7 years ago

Want to understand how @indeed job search models work #DebugML #ICLR2019. Come hear them talk at Room R03

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𝙷𝚒𝚖𝚊 𝙻𝚊𝚔𝚔𝚊𝚛𝚊𝚓𝚞

@hima_lakkaraju

over 7 years ago

Daniel Kang presenting best student research paper on debugging via model assertions #DebugML #ICLR2019 @pbailis @matei_zaharia

hima_lakkaraju's tweet photo. Daniel Kang presenting best student research paper on debugging via model assertions #DebugML #ICLR2019 @pbailis @matei_zaharia https://t.co/x8Aat3PRKa

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Alex Cabrera @a_a_cabrera

over 7 years ago

If you happen to be at #iclr2019 come by the #DebugML workshop to say hi and check out my poster on subgroup generation for discovering intersectional bias!

a_a_cabrera's tweet photo. If you happen to be at #iclr2019 come by the #DebugML workshop to say hi and check out my poster on subgroup generation for discovering intersectional bias! https://t.co/0HAuyaecgj

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𝙷𝚒𝚖𝚊 𝙻𝚊𝚔𝚔𝚊𝚛𝚊𝚓𝚞

@hima_lakkaraju

over 7 years ago

@besanushi of @MSFTResearch talking about "Error terrain analysis for machine learning" - a true collaborative effort between various groups @erichorvitz @ecekamar #DebugML #ICLR2019

hima_lakkaraju's tweet photo. @besanushi of @MSFTResearch talking about "Error terrain analysis for machine learning" - a true collaborative effort between various groups @erichorvitz @ecekamar #DebugML #ICLR2019 https://t.co/x3cNFMknzB

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𝙷𝚒𝚖𝚊 𝙻𝚊𝚔𝚔𝚊𝚛𝚊𝚓𝚞

@hima_lakkaraju

over 7 years ago

Best research paper talk by @skornblith (Google) #DebugML #ICLR2019

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𝙷𝚒𝚖𝚊 𝙻𝚊𝚔𝚔𝚊𝚛𝚊𝚓𝚞

@hima_lakkaraju

over 7 years ago

We must view adversarial robustness as a human phenomenon not as just another technical framework - Prof. @aleks_madry at #DebugML #ICLR2019

hima_lakkaraju's tweet photo. We must view adversarial robustness as a human phenomenon not as just another technical framework - Prof. @aleks_madry at #DebugML #ICLR2019 https://t.co/8ZBCKg1kZK

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𝙷𝚒𝚖𝚊 𝙻𝚊𝚔𝚔𝚊𝚛𝚊𝚓𝚞

@hima_lakkaraju

over 7 years ago

Prof. @aleks_madry (MIT) talking about a new perspective on adversarial robustness at #DebugML Workshop Room R03 #ICLR2019.

hima_lakkaraju's tweet photo. Prof. @aleks_madry (MIT) talking about a new perspective on adversarial robustness at #DebugML Workshop Room R03 #ICLR2019. https://t.co/CTyAJvr3RF

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Besmira Nushi 💙💛 @besanushi

over 7 years ago

Giving a talk/demo today on Error Terrain Analysis for ML, a collaboration with the Ethics& Society + Cognition teams. Come see us at #DebugML @iclr2019 R03 (10:40). Towards automated tools for robust ML engineering. @MSFTResearch @ecekamar @erichorvitz

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