Next month at @EuroVisConf, Will Epperson (@w_epperson, @cmudig Ph.D. student) will present Solas, our work on improving data visualization recommendations by not just looking at your data, but also all the analysis you've done up to that point inside a #Jupyter notebook.
📜 Solas uses the history of your analysis to provide visualization recommendations!
✍️ @w_epperson, @dorisjlee, @Acorn59965217, K Agarwal, @adityagp, @domoritz, @adamperer
👉 willepperson.com/papers/sola…
#FullPaper #EuroVis #EuroVis2022
DendroMap looks to be such a useful approach for visualizing ML image datasets. We’re so excited to host you @cmudig this summer!
My first tweet needed to be something interesting.
Time has come: Very excited to share DendroMap (Dendrogram + Treemap), our new scalable and interactive #visualization approach to exploring large image datasets for ML!
Try it! div-lab.github.io/dendromap/
+ a small thread 🧵1/9
Adam Perer retweeted
This week at #IUI2022 I'll be giving a presentation and live demo on Emblaze, a neat Jupyter-based tool we've developed to help ML model builders interactively compare embedding spaces. Paper: dl.acm.org/doi/10.1145/34900… (1/)
Alex Cabrera (@a_a_cabrera) presents Deblinder tomorrow at #cscw2021, a (really awesome!) visual analytics approach for discovering how or why AI systems fail. More details at: dig.cmu.edu/publications/202…
Excited to present our work on discovering AI errors with end-user reports at #CSCW2021! We created a visual analytics system for exploring reports and found that collecting data from the failures identified with our method can improve AI performance dl.acm.org/doi/10.1145/34795…
In less than 2 hours, @VISxAI kicks off at #ieeevis with @hardmaru as our keynote speaker, followed by 9+ presentations pushing forward the boundaries on visualizing/explaining AI
Join us at 1pm ET streaming here: virtual.ieeevis.org/year/202…
Full details: visxai.io
Excited to share a sneak peek of Emblaze, a new tool for visualizing and comparing embedding spaces in a Jupyter notebook. We're looking for people who work with embeddings to try it on their own data in a paid user study! To participate, tell us here: dig.cmu.edu/2021/09/12/embla…
ALT A screenshot of the emblaze tool visualizing embeddings inside a Jupyter notebook
Submit your papers about visualization and data science to VDS this year, and you can present at both @kdd_news and @ieeevis! #ieeevis #KDD2021
💥Call for participation 💥 Looking forward to your submissions! The deadline is May 20th 👀 visualdatascience.org/2021/c…
Adam Perer retweeted
Why I picked this reading "Designing Alternative Representations of Confusion Matrices..." @hongshenus, @haojian_jin, Angel Alexander Cabrera, @adamperer, @Haiyi_Zhu, @jas0nh0ng Can you make confusion matrices not confusing? youtu.be/4h0xU9Yh4SM
Adam Perer retweeted
Congratulations to all 3 CMU #AIfairness projects, including our HCII researchers @jas0nh0ng, @adamperer, @d19fe8 and @meslami2 on the project "Organizing Crowd Audits To Detect Bias in Machine Learning." #ML #fairness #bias #crowdworkers
Three @CarnegieMellon research teams are tackling AI fairness issues with support from @NSF and @amazon. Projects address new methods for detecting bias, translating fairness goals into public policy and increasing the diversity of AI users. bit.ly/2N3gASp
ALT Photo of smartphone displaying an emoji via Unsplash
Adam Perer retweeted
NSF has a new fellowship💰for CS-ish ppl 👩🏾💻🤓👨🏽💻 who graduated undergrad 2016-19 and are interested in going to graduate school 🏫. Includes a 1-yr prep program to help with apps 📮 and 3 years funding. Apply by April: nsf.gov/cise/CSGrad4US/ #csgrad4us
Adam Perer retweeted
We're conducting a paid study to understand data scientist's challenges when evaluating their AI systems.
If you're a data scientist/ML practitioner at a small company/consultancy/non-profit and want to chat about evaluation, please fill out this form!
forms.gle/J998PvepFA3vnBmx5
Adam Perer retweeted
This fall semester, students in the Interactive Data Science class at @cmuhcii created insightful narratives and interactive visualization applications. All of the projects are at cmu-ids-2020.github.io/. We wanted to share a few with you here. 1/7
Adam Perer retweeted
We are hiring! We welcome applications for tenure-track faculty from candidates w/ research expertise in any area of human-computer interaction #HCI! Join our interdisciplinary team in Pittsburgh, PA @CarnegieMellon @SCSatCMU. Apply by Jan. 12: hcii.cmu.edu/careers/2020/te…
Adam Perer retweeted
We’re recruiting 3+ new PhD students to join us @CoALALab at CMU HCII (thecoalalab.com/), for various projects related to human–AI collaboration, FATE, participatory design for AI/ML, and care worker-centered design. Applications due Dec. 10th! hcii.cmu.edu/academics/phd-h…
Introducing the CMU CoALA Lab: We conduct research at the intersection of HCI, AI/ML, Design, Learning Sciences, and CSCW to complement and bring out the best of human ability in fundamentally human endeavors (e.g., care-based, creative, & social work) 🐨 thecoalalab.com
Adam Perer retweeted
Reminder: we're hosting a virtual HCI grad student recruitment event November 8-10. Meet current students. Talk to faculty. Connect with our community.
The schedule of events is now live: hcii.cmu.edu/news/event/2020…. We will follow up with attendance details after you register.
Adam Perer retweeted
Prospective @cmuhcii HCI PhD students -- fill out the Graduate Application Support Program form below to get feedback from a current @SCSatCMU student on your application materials. Underrepresented groups are encouraged to apply.
Are you applying to join one of @SCSatCMU's top-ranked PhD programs? SCS students want to help. If you submit by Nov. 9, these mentors will provide feedback on your application materials no later than Nov. 16. More details: bit.ly/2HKUdy6
Adam Perer retweeted
Excited to have @Thom_Wolf from @huggingface join us for this year's @VISxAI keynote! Don't miss it on Oct. 26, 12pm MDT (UTC -6). Free registration! #NLProc
We (@manunna_91 @fredhohman @PoloChau @adamperer @hen_str) can't wait to see you all @ieeevis!
visxai.io/
