Senior Manager Solution Architecture at @Databricks. I am passionate about #BigData, #AI and #MachineLearning. Tweets are my own.
Cologne, Germany
Joined April 2009
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Christoph Windheuser retweeted
The Transformer is a magnificient neural network architecture because it is a general-purpose differentiable computer. It is simultaneously:
1) expressive (in the forward pass)
2) optimizable (via backpropagation+gradient descent)
3) efficient (high parallelism compute graph)
Christoph Windheuser retweeted
What is going on with MLOps today?
Over the last few weeks I've talked to 20+ ML practitioners to understand how they see MLOps and where we're going. Here are a few trends for the future to expect in the coming years:
Christoph Windheuser retweeted
Need an Airtable template for organizing your vinyl records 🎸? Or cataloging your mouse colony 🐁? Or a beginner’s guide to craft beer 🍺? Get a taste of what creators built this year in our Top 10 (actually 11) Universe bases of 2021 👉ow.ly/nLSA50Hjyqt #nocode
Christoph Windheuser retweeted
New @TwitterEng Graph ML research blog connecting our recent work linking GNNs and PDEs to our research on higher order structures. Image courtesy of @_JRowbottom illustrating our upcoming #NeurIPS2021 paper Beltrami flow and neural diffusion on graphs arxiv.org/abs/2110.09443
After a hiatus, a new series of blogs posts. Do differential geometry and algebraic topology sound too exotic for ML? In recent works, we show that tools from these fields bring a new perspective on graph neural networks
First post in the series:
towardsdatascience.com/graph…
Christoph Windheuser retweeted
Learn how OutSystems is using AI to make Data Manipulation & querying faster and more accessible to everyone. Early version but a lot of potential ahead web-eur.cvent.com/hub/events… #OutSystemsAI #OSDevCon
Christoph Windheuser retweeted
5) The Graph Transformer is a generalization of transformer neural networks for arbitrary graphs. The architecture introduces new properties that leverage the graph connectivity inductive bias to perform well on problems where graph topology is important.
paperswithcode.com/method/gr…
Christoph Windheuser retweeted
The State Of NoCode - Version 2 - Updated End of July 2020. #WebApps #BusinessApps #MobileApps #Workflow #Automations #LowCode #NoCode
Christoph Windheuser retweeted
ICYMI: StyleGAN-NADA by @RinonGal, @OPatashnik et al is now on Replicate: replicate.ai/rinongal/styleg…
It converts faces into a bunch of different styles. Remarkably, the models have all been created from only text prompts using CLIP.
Christoph Windheuser retweeted
If you love Graph Neural Nets, language & Wikipedia, this is for you! We open sourced data & baselines for the challenging task of generating text from knowledge graphs (& vice versa!) #graph2seq #seq2graph #WikiGraphs
Source github.com/deepmind/deepmind…
Paper arxiv.org/abs/2107.09556
Christoph Windheuser retweeted
We are 5 days away from MSML21, the second edition of a new conference aiming to strengthen the links between Machine Learning and the Mathematical and Physical Sciences. The conference is fully free and open to everybody! msml21.github.io
Christoph Windheuser retweeted
💰 How can CIOs efficiently manage #TechnicalDebt and build for the future? Join our #CIO Talk on August 11 to explore the causes of #TechDebt, impact on business performance, demands for #innovation and more. Sign up here: bit.ly/3iqjddR
Christoph Windheuser retweeted
As companies upgrade their #digital platforms, we’re uncovering new causes of #TechnicalDebt that weren’t as obvious years ago. But with modern #SoftwareDevelopment, there are also 🆕 ways to reduce it. Our CEO @paulorosado explains via @SiliconGB: bit.ly/3Bi5tJt
Christoph Windheuser retweeted
🧵Quick recap on our blog series, courtesy of the #OutSystems #UX / #UI Team! We'll soon release a new version of our #IDE, Service Studio (dark mode included 😎), and in the meantime, we'll share how our UXers tackled this project. 1/4
Christoph Windheuser retweeted
AI has so much to offer us! #WorldAIWeek #AIForGood #AI #AIBrains #data #algorithms #LifeAtOutSystems
#OutSystemsEngineering
Christoph Windheuser retweeted
💡 #AI-assisted development can change the future of #appdev, providing:
✅ Guidance
✅ Automation
✅ Validation
Learn more about the benefits and what we mean when we say #ArtificialIntelligence here: bit.ly/3ka3wsv
Christoph Windheuser retweeted
What’s the cause of #TechnicalDebt? Well, there are a few, actually. Our CMO Robson Grieve caught up with CEO @paulorosado in Lisbon 🇵🇹 to explain why #TechDebt is a major risk for companies across the 🌏. bit.ly/3zyRePn
Christoph Windheuser retweeted
Want to learn more about the #OutSystems #DesignSystem?
Catch up with Team Leads @andreiameskita, @joaofbguerra, Margarida Mendes, and Miguel Nicolau in a webinar held by the 🇵🇹 association @clubecriativos on July 22, at 6.30 p.m. (WEST) Register here👉 bit.ly/3icb2QN
Christoph Windheuser retweeted
Can #code and #design be wrapped in a perfect package? 🎁 @JoseRosario95, former Front-End Engineer turned UXer, tells you how to do it 💪 bit.ly/36yp5uC
#OutSystemsEng #UX #DesignSystems
