Top Tweets for #DataPerf
Check this out @jessicaquaye_ introducing our #Adversarial @NibblerDataperf #Challenge less than week left to join #Round1 and be part of our diverse Nibbler community @MLCommons #DataPerf
🚨 Exciting news🚨 Our #DataPerf paper on #Benchmarks for #DataCentricAI Development has been accepted at NeurIPS #Datasets and #Benchmarks Track. A huge shout out to @MarkMazumder & @ColbyBanbury for their amazing work on getting this work published https://t.co/0eLjtt2Ysj
Accepted into #NeurIPS2023! Congrats to the whole #dataperf team! cc @laroyo https://t.co/fNppXqCE5V
I recently used IS to build datasets for a #dataperf vision challenge sponsored by @CoactiveAI & @DynabenchAI. I am excited to have done well + help w/ a paper accepted into #NeurIPS2023. I used IS to axiomatize human processes for the data selection. 6/x
Welcome to the Adversarial Nibbler Twitter page! We launched @NibblerDataperf data challenge in collaboration with #DataPerf, @MLCommons, and @Kaggle. Join now at https://t.co/58u1c5IV6c There is plenty of time to contribute
Why do we benchmark ML but not the data it relies on?
To close this gap, we are excited to announce #DataPerf - a collaboration across academia and industry to benchmark data-centric AI.
Learn more about the image classification benchmark @codyaustun and I created below:
Announcing DataPerf 2023 challenges submission extension to July 1st! Winners will be invited to present at ICML23 & submit for publication to the Data for ML Research journal. Join the challenges today!
https://t.co/GAKiFAKS6E
#DataPerf #MLCommons #startups #academia
Announcing DataPerf 2023 challenges submission extension to July 1st! Winners will be invited to present at ICML23 & submit for publication to the Data for ML Research journal. Join the challenges today!
https://t.co/GAKiFAKS6E
#DataPerf #MLCommons #startups #academia
We are excited to welcome the #DataPerf community to the Dynabench platform! DataPerf consists of 5 data-centric challenges spanning data selection, cleaning, generation and valuation across speech, text and vision modalities. Head over to https://t.co/kVpDyttKg5 to explore them!
#DataPerf, a benchmark suite for measuring and improving the quality of data and Data-centric AI algorithms, is now live on @DynabenchAI.
See https://t.co/VjSqi66m1k for more details or check it out at https://t.co/AsqNd5CmOq!
6) DataPerf: AI Data Contest Platform
🚀 Announcing #DataPerf: a platform & community for data-centric AI contests & leaderboards! 🌐 DataPerf aims to address data bottlenecks in #MachineLearning by encouraging innovative solutions.
https://t.co/cQ1KLo14Nk
Via @diego_marvid
Pumped to see @MLCommons #DataPerf open up for submissions! This suite of leaderboards is a huge step towards benchmarking #DataCentricAI. Check out https://t.co/iuGr2KJ8oD and consider submitting or joining the working group!
Pleased to be a co-author in the #dataperf working group, setting Benchmarks for Data-Centric AI development. White paper here:
DataPerf: Benchmarks for Data-Centric AI Development
https://t.co/zBm1tRuyaQ
by Mark Mazumder et al. including @GhorbaniAmirata, @ImageSnippets
#MachineLearning #ComputerScience
It's my great honor to be a co-organizer of the #DataPerf workshop and a member of such a warm and collaborative community @MLCommons.
At #DataPerf workshop at #icml, we introduced the first release of Robustar, a prototype that helps domain experts directly edit the image data to improve the data quality to train a model. https://t.co/s4Q0zqmnDk thanks to organizers @tzushengkuo @laroyo @codyaustun and the team
Couldn't ask for a better way to wrap up the #DataPerf workshop with a panel on the future of data-centric AI!
Thanks to @rajiinio @besanushi @matei_zaharia @baharanm @sharonyixuanli @james_y_zou @ehsanvalavi #petermattson #yilingchen for coming!
#DataPerf https://t.co/JbbbptzvEN Benchmarks for Data-Centric AI Development @profvjreddi @MLCommons @ColbyBanbury @xiaozheyao @willg_ai @douwekiela @davidjuradom @davidkanter @Rafaelqar @laroyo @bilgeacun @tzushengkuo @TristanThrush @mmzeroexp @AndrewYNg (and many more)
It's really amazing to kick-off the #DataPerf workshop at #ICML2022 with such an energetic group of folks!
To quote @AndrewYNg, let's keep the community and energy going and support each other as we define the future of Data-Centric AI.
#DataPerf paper: https://t.co/mZeuUbG2BM
it is so exciting to see how large the in-person participation is at the #DataPerf #workshop @icmlconf @MLCommons
check out the speaker line up at https://t.co/u3GMDeSulR
@profvjreddi @tzushengkuo @AndrewYNg
Who's responsible for looking at Ethical challenges in machine learning? Excellent questions & observations about researchers passing the buck. @rajiinio #ICML2022 #dataperf @laroyo @DataCentricAI
#JamesZou @Stanford discussing evaluation of ML in Health/Science domains at the ##DataPerf #workshop @icmlconf #ICML2022 - more info on our website https://t.co/u3GMDeSulR @MLCommons @DataPerf @DataCentric_AI
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