#dataperf search results

🚨 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 arxiv.org/abs/2207.10062

Accepted into #NeurIPS2023! Congrats to the whole #dataperf team! cc @laroyo arxiv.org/abs/2207.10062

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

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! mlcommons.org/en/news/datape… #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 dynabench.org/dataperf 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 mlcommons.org/en/news/datape… for more details or check it out at dynabench.org/dataperf!

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. bit.ly/3K0g4Om 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 dataperf.org and consider submitting or joining the working group!

The future of #ML is data-centric! That’s why we built #DataPerf, the leaderboard for data. It is the 1st platform and community for data-centric competitions. Together we will break through data limitations and unlock better ML for the world mlcommons.org/en/news/datape…

#DataPerf #AIBenchMarking #ArtificialIntelligence #LLM #BenchMarking #MachineLearning #DeepLearning sites.google.com/mlcommons.org/…

Pleased to be a co-author in the #dataperf working group, setting Benchmarks for Data-Centric AI development. White paper here:

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.

#datacentricAI #dataperf

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. youtube.com/watch?v=Ezo_dt… 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 arxiv.org/pdf/2207.10062… Benchmarks for Data-Centric AI Development

#DataPerf arxiv.org/pdf/2207.10062… 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: arxiv.org/abs/2207.10062

Who's responsible for looking at Ethical challenges in machine learning? Excellent questions & observations about researchers passing the buck. @rajiinio #ICML2022 #dataperf @laroyo @DataCentricAI

#DataPerf arxiv.org/pdf/2207.10062… Benchmarks for Data-Centric AI Development

Happy to be on the Program Committee for the #DataPerf workshop at @icmlconf. Looking forward to elevating the great progress being made towards #datacentric #AI. Stay tuned 👉🏽 ow.ly/t3xm50JiVPe

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.

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!

@heuristicity presenting #DataPerf initiative at the 1st #DataPerf #workshop @icmlconf --> check out the workshop website tinyurl.com/dataperf-icml2… @DataCentric_AI, @DataCentricAI, @MLCommons, @Dataperf

"If you and I can't agree on a label, how can we evaluate a model." Kurt Bollacker @DataCentric_AI #datacentricAI #dataperf cc @laroyo

#KurtBollacker presenting at the #DataPerf #Workshop @icmlconf --> proposing #ML #Benchmark #Subjectivity index & issuing a call for action share your ideas for subjectivity measures and new raw benchmarks datasets @DataCentric_AI @DataCentricAI @MLCommons @DataPerf

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 tinyurl.com/dataperf-icml2… @profvjreddi @tzushengkuo @AndrewYNg

Panel discussion #icml2022 DataPerf workshop #datacentricAI @datacentricAI @laroyo @heuristicity #dataperf

📢 Only 1 week left to submit your papers on tools, best practices, infrastructure for data-centric AI to #DataPerf #workshop at @icmlconf. sites.google.com/view/dataperf2… w/ @heuristicity, @ColbyBanbury, @james_y_zou, @profvjreddi, @codyaustun, @tzushengkuo, and more!

📢Submission deadline extended --> 📍25-May📍 Inviting papers on tools, best practices, infrastructure for #datacentric #AI to #DataPerf #workshop at @icmlconf sites.google.com/corp/view/data… w/ @tzushengkuo, @laroyo, @heuristicity, @ColbyBanbury, @james_y_zou, @profvjreddi, @codyaustun

#invitedTalk at #DataPerf #Workshop @icmlconf Embracing Subjectivity In Machine Learning Benchmarks #KurtBollack sites.google.com/corp/view/data… @DataCentricAI @MLCommons @DataPerf

Praveen Paritosh introducing the mission of the #dataperf group. @DataCentric_AI #datacentricAI #MachineLearning #ICML2022 @heuristicity

#JamesZou @Stanford discussing evaluation of ML in Health/Science domains at the ##DataPerf #workshop @icmlconf #ICML2022 - more info on our website tinyurl.com/dataperf-icml2… @MLCommons @DataPerf @DataCentric_AI

Who's responsible for looking at Ethical challenges in machine learning? Excellent questions & observations about researchers passing the buck. @rajiinio #ICML2022 #dataperf @laroyo @DataCentricAI

Joint effort across multiple research organizations to build the #DataCentricAI --> @AndrewYNg presenting an #InvitedTalk @icmlconf #DataPerf #workshop sites.google.com/corp/view/data… @DataCentricAI

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 dynabench.org/dataperf to explore them!

#Keynote @icmlconf #DataPerf #workshop sites.google.com/corp/view/data… @AndrewYNg speaking on the the critical importance of #benchmarking of #data for achieving true #DataCentricAI and innovation @DataCentricAI

#WillGaviriaRojas presenting #DataPerf challenges dataperf.org/challenges --> check the website to participate in one or more of the #challenges (1) Speech Data Selection, (2) Vision Data Selection and (3) Vision Data Debugging @MLCommons @DataCentric_AI

Kurt Bollacker at #ICML2022 #dataperf #datacentricAI discussing subjectivity in datasets