#se4ml search results
Thanks for touching upon neuro-symbolic, probabilistic (logic) learning and programming, Andrea! #se4ml @GaryMarcus @luislamb
Our @dagstuhl seminar on SE for #AI-#ML systems just started. Amazing crowd here. I will learn so much. Thanks for joining. #SE4ML
@p0nk reminds us that #ML algorithms are only small parts of a software eco)system. So #se4ml is not about accuracy. What about costs, safeguards, interdisciplinary teams, ...? Thanks for this reminder
Chris Re about SW2.0 at #SE4ML. Software can now be built much faster due to #ML. Thanks Chris for the nice talk. Wondering whether we need “Systems AI” for this, ie, the mathematical and computational modeling of complex #AI systems composed of different AI subsystems ?
@sameer_ talking about how to debug #NLP models at #SE4ML. Well, how to find out that your blackbox model is doing what you want it to do? Thanks for your talk on #Explainable #AI and highlighting how humans can understand blackboxes
An exciting direction for #AI and #ML due to Andrea Passerini (U Trento): deep learning + declarative constraints! #se4ml
@zengola providing a nice and gentle intro to #probabilistic #programming at @dagstuhl seminar on #se4ml
Our paper "AutoML Adoption in ML Software" was accepted at the AutoML workshop at ICML. Very much looking forward to discussing the adoption of AutoML and possible reasons for (not) adopting. Work with: @sstochastich @jstvssr @HolgerHoos #AutoML #SE4ML #ICML2021
Are you building software with #MachineLearning components inside? Which development practices do you apply? 1. Read what practices others recommend in this curated reading list: github.com/SE-ML/awesome-… 2. Tell us how you do it thru this survey: se-ml.github.io/survey/ #se4ml
@timmenzies helping us formalize the marriage between software engineering #SE + #AI by posing questions and laying definitions #SE4ML @dagstuhl
After breakfast and opening session, we will have a keynote Session on Sustainable and Responsible AI chaired by prof. Heng Li. #SEMLA2022 #SE4AI #SE4ML #responsibleAI
Andrea Passerini reminding us on not rely too much on #benchmarks if we really care about our #ML models to do what we expected them to do #SE4ML @dagstuhl
Do experienced #MachineLearning teams apply more engineering best-practices? Help us find out by taking this 7min survey: se-ml.github.io/survey/ This chart shows early results for practices related to Model Deployment (spoiler: the answer is "yes"). #se4ml
Prof. @Hamdaqa started day 2 of #SEMLA2022 by announcing the winners from the last night's poster session. Congratulation to the winners and thanks to everyone who participated and helped make this contest a success! #SE4AI #SE4ML @polymtl
Full room on #SE4ML #semla @SANERconf #saner2020 ... 🔥 topic and well yes I am presenting an idea paper on ML software documentation in the late breaking result track. Check it out: arxiv.org/abs/2001.11956
It was a blast learning so much at the #SE4ML "Software Engineering for AI-ML-based Systems" @dagstuhl Many thanks to Miryung Kim @tomzimmermann @guyvdb @kerstingAIML and the Leibniz-Institut and now heading to Tübingen @MPI_IS to visit @IValeraM's group and many friends
Excited to give an invited talk at SEMLA 2025 on June 18 at Polytechnique Montréal! I'll share how I use LLMs to design interventions that support collaboration among practitioners developing machine learning products. More info: semla.polymtl.ca #SEMLA2025 #LLM #SE4ML
GitHub Copilot AI pair programmer: Asset or Liability? sciencedirect.com/science/articl… #SE4ML #SE #ML @polymtl @SEMLA_sym @JSSoftware @IEEEorg
Few weeks ago, I asked the students enrolled in my course on software dev. processes to write a 10-min-read blog post on the pains and gains of adopting #agile for engineering ML-enabled systems. In this thread, I share the top 3 articles: #SE4ML #SE4AI
Interested in applying Mutation testing to Deep Neural Networks? Check out our latest framework! doi.org/10.1016/j.infs… Preprint here: arxiv.org/abs/2208.06018 #SE4AI #SE4ML #testing #ML #AI @SEMLA_sym @polymtl @bibliopolymtl @Mila_Quebec @ISTJrnal
#SEMLA2022 is holding a tutorial on "AI Quality Assurance" Chaired by @SWATLab and Prof. Lei Ma, and presented by our expert Dr. Houssem Ben Braiek from @polymtl. Join it now on YouTube: youtu.be/6LPCyIwoUYk #SE4AI #SE4ML
Prof. @Hamdaqa started day 2 of #SEMLA2022 by announcing the winners from the last night's poster session. Congratulation to the winners and thanks to everyone who participated and helped make this contest a success! #SE4AI #SE4ML @polymtl
After breakfast and opening session, we will have a keynote Session on Sustainable and Responsible AI chaired by prof. Heng Li. #SEMLA2022 #SE4AI #SE4ML #responsibleAI
#SEMLA2022 is happening tomorrow. Make sure to be there before 9:00 AM so you don't miss our opening session by Prof. Foutse, @SWATLab, and Prof. Francois Bertrand. Venue: @polymtl, Pavillon Principal, Amphithéâtre Bernard‑Lamarre (C-631) semla.polymtl.ca/program/ #SE4AI #SE4ML
It always feels great when the industry people can relate to, and appreciate your research work. I am honored to be invited for this talk, and I hope we can make things better, together. 😊 youtu.be/FKdVSNfnD_M #se4ml #mlops #ai_engineering
youtube.com
YouTube
Collaboration Challenges in ML-Enabled Systems with Nadia Nahar
@zengola providing a nice and gentle intro to #probabilistic #programming at @dagstuhl seminar on #se4ml
@p0nk reminds us that #ML algorithms are only small parts of a software eco)system. So #se4ml is not about accuracy. What about costs, safeguards, interdisciplinary teams, ...? Thanks for this reminder
@sameer_ talking about how to debug #NLP models at #SE4ML. Well, how to find out that your blackbox model is doing what you want it to do? Thanks for your talk on #Explainable #AI and highlighting how humans can understand blackboxes
Our paper "AutoML Adoption in ML Software" was accepted at the AutoML workshop at ICML. Very much looking forward to discussing the adoption of AutoML and possible reasons for (not) adopting. Work with: @sstochastich @jstvssr @HolgerHoos #AutoML #SE4ML #ICML2021
Thanks for touching upon neuro-symbolic, probabilistic (logic) learning and programming, Andrea! #se4ml @GaryMarcus @luislamb
Chris Re about SW2.0 at #SE4ML. Software can now be built much faster due to #ML. Thanks Chris for the nice talk. Wondering whether we need “Systems AI” for this, ie, the mathematical and computational modeling of complex #AI systems composed of different AI subsystems ?
Our @dagstuhl seminar on SE for #AI-#ML systems just started. Amazing crowd here. I will learn so much. Thanks for joining. #SE4ML
An exciting direction for #AI and #ML due to Andrea Passerini (U Trento): deep learning + declarative constraints! #se4ml
Prof. @Hamdaqa started day 2 of #SEMLA2022 by announcing the winners from the last night's poster session. Congratulation to the winners and thanks to everyone who participated and helped make this contest a success! #SE4AI #SE4ML @polymtl
@timmenzies helping us formalize the marriage between software engineering #SE + #AI by posing questions and laying definitions #SE4ML @dagstuhl
After breakfast and opening session, we will have a keynote Session on Sustainable and Responsible AI chaired by prof. Heng Li. #SEMLA2022 #SE4AI #SE4ML #responsibleAI
Full room on #SE4ML #semla @SANERconf #saner2020 ... 🔥 topic and well yes I am presenting an idea paper on ML software documentation in the late breaking result track. Check it out: arxiv.org/abs/2001.11956
on the need of translating our desiderata for #ethical #ML into quantitative measurements and then how to ensure them @IValeraM #SE4ML @dagstuhl
Are you building software with #MachineLearning components inside? Which development practices do you apply? 1. Read what practices others recommend in this curated reading list: github.com/SE-ML/awesome-… 2. Tell us how you do it thru this survey: se-ml.github.io/survey/ #se4ml
This survey on software engineering practices for #machinelearning applications takes about 7 minutes. ✍️Please take the survey and retweet! leidenuniv.eu.qualtrics.com/jfe/form/SV_cJ… #se4ml
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