Lukas Ruff (@lukasruff) header
Lukas Ruff (@lukasruff) profile picture

Trustworthy ML, robustness, anomaly detection, digital pathology. Head of Data Science @AIgnostics. Previously did my PhD in the ML Group at @TUBerlin.

Berlin, Germany
Joined January 2009
Photo by Lukas Ruff (@lukasruff)Photo by Lukas Ruff (@lukasruff)Photo by Lukas Ruff (@lukasruff)Photo by Lukas Ruff (@lukasruff)Photo by Lukas Ruff (@lukasruff)Photo by Lukas Ruff (@lukasruff)Photo by Lukas Ruff (@lukasruff)Photo by Lukas Ruff (@lukasruff)Photo by Lukas Ruff (@lukasruff)Photo by Lukas Ruff (@lukasruff)
***Internship Opportunity*** We're hiring interns. Come, join us in building an ML platform reinvented for real-time. You'll gain hands-on experience in building ML systems from the ground up. 💸 Stipend: ₹1L/month 🗓️ Start Date: May/June 2024 📍 Location: Virtual 🚀 Career Path: We'll roll out PPOs to top performers Open Roles: 1. ML 2. Infra 3. DevOps 4. Streaming Systems 5. UI/UX If you're interested, please fill out this form: forms.gle/SQxiXALXzztQyWbQA #internship #hiring
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Lukas Ruff retweeted
Who's an expert in anomaly detection out there? What's are the key texts in this area? Does it have a rigorous theoretical foundation? That handles the adversarial aspects? And what about deep learning and in-roads there?
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Cells live and interact in 3D tissues but pathology and spatial omics typically rely on 2D sections... Excited to share our latest efforts in @N_Rajewsky lab to generate a 3D, multimodal atlas of a human tumor! Find out what we learned: video + 🧵! 🔗 bit.ly/3D_lung_cancer
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🎉Exciting news! Our "Neural Compression" workshop proposal has been accepted at #ICML 2023! Join us to explore the latest research developments, including perceptual losses and more compute-efficient models! @BerivanISIK, @YiboYang, @_dsevero, @karen_ullrich, @robamler
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Lukas Ruff retweeted
We are delighted to announce that Aignostics has been awarded a 3 year grant under the “ProFIT” initiative. It was approved by the Investitionsbank Berlin (IBB) and is co-financed by the European Union under the EU Regional Development Fund (ERDF). aignostics.com/news/aignosti…
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Could deep learning take data compression to the next level? Can we do better than established codecs for images, video, audio, and other types of data? Check out our upcoming #NeurIPS2022 Tutorial on Data Compression with Machine Learning! @karen_ullrich @YiboYang (1/4)
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Looking to sponsor a top ML conference? @aistats2023 welcomes sponsors at various levels. As this year's Sponsorship Chair, I'm happy to provide more info. Get in touch by email!
I am looking for four outstanding machine learning PhD students to join my lab at @Cambridge_Uni! All projects are targeted, practical, and are fully funded for 4 years. We are creating new frontiers in machine learning - YOU can be part of that! Click: vanderschaar-lab.com/join-th…
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We are thrilled to announce that we raised a €14m Series A led by @wellingtonvc - you can read the full press release here: aignostics.com/aignostics-ra…
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Excited to share "An Introduction to Neural Data Compression," presenting joint work with @YiboYang and @lucastheis. Our review article shows how generative models such as GANs, VAEs, and flows can revolutionize codec design and achieve unprecedented performance. (1/5)
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Tomorrow I will give a talk at the Anomaly Detection for Scientific Discovery (AD4SD) Seminar. I will share some thoughts on the opportunities and challenges in out-of-distribution detection. Talk info and link available: ad4sd.github.io/seminars/
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New postdoc position on ML for protein design @EPFL_en with @befcorreia @wellingmax and yours truly recruiting.epfl.ch/Vacancies…
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Looking for an excellent ML PhD program? Don’t mind living by the ocean and great weather all year? I’m hiring at UC Irvine for next year. Possible topics: Bayesian deep learning, neural data compression, or deep learning for climate science. apply.grad.uci.edu/apply/.
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Looking to hire a post doc researcher at CMU, for a project on graph anomaly detection with neural networks. Job posting and details at andrew.cmu.edu/user/lakoglu/… Contact me at [email protected] Please feel free to forward to whom you think would be interested.
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Spread the word: There is an open PostDoc position @coastalcph. Come and join us if you want to work in #interpretability (and more) in #NLP. There is nice people (always) and pastry (sometimes)!
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Lukas Ruff retweeted
I'd like to hear from experts about the state of the art in outlier detection and the related question of identifying parts of complex inputs (text or images) that novel / go "beyond" the training data.
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1/n Attending #ICML2021? Join us for our workshop on "Uncertainty and Robustness in Deep Learning" @icmlconf this Friday (July 23) 9am-5pm ET! ICML link: icml.cc/virtual/2021/worksho… Co-organized w/ @hendrycks @SharonYixuanLi @latentjasper @tdietterich @csilviavr @sebnowozin
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Hey all, I will be giving an overview talk on deep anomaly detection at the Hawai’i Data Science Institute (July 30 21:00 UTC+2) if anyone wants to sit in. Information/Registration at: mailchi.mp/32ecf608916a/july… #DeepLearning #AI #MachineLearning
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If #Trustworthiness is the question, Bayesian #DeepLearning is the answer. Join the #Trustworthy #AI Webinar with @yaringal. Thursday, 10 June 2021 @ 15:00 CEST aiforgood.itu.int/events/tru… @FraunhoferHHI @bifoldberlin @ITU_AIForGood
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