Gartner Hype Cycle for #MachineLearning & #DataScience
lnkd.in/d5xx2CP #DecisionIntelligence #Governance #TransferLearning #Modelops #ExplainableAl #MLOps #DeepLearning #AugmentedDSML #PredictiveAnalytics #FederatedMachineLearning #DifferentialPrivacy
#RL #GAN

Good news! I am glad to share that my co-authored paper with Muneeb Ul Hassan and Jinjun Chen has been accepted in CORE Ranking A* journal, 'Journal of Parallel and Distributed Computing'

Link: sciencedirect.com/science/articl…

#differentialprivacy #blockchain #privacy

Releasing event logs has always been a headache due to regulations. But anonymization results in high utility loss.
This paper uses Personalized #DifferentialPrivacy , Sampling, &Filtering to ensure privacy with low utility loss.
arxiv.org/pdf/2201.03010…
w/Marlon Dumas&A. Pankova.

Sea lions are debating #DifferentialPrivacy with ⁦John Abowd⁩, ⁦Simson Garfinkel⁩, Tori Velkoff and I.

Releasing event logs is a headache due to privacy regulations. But anonymization reduces the utility. Our accepted article @ Information Systems uses personalized #DifferentialPrivacy & Sampling to ensure privacy and high utility.
arxiv.org/abs/2201.03010
w/Marlon Dumas&A. Pankova

Sey presenting our work at the PrivateNLP workshop WSDM 2024 Conference #differentialprivacy #nlp #MachineLearning Amazon Science Patricia Thaine

This is not one of my main research topics, but I've been enjoying learning/exploring new things. Thanks to my student and collaborators for teaching me! New #ACL2021NLP Findings paper: 'Differential Privacy for Text Analytics via Natural Text Sanitization'. #DifferentialPrivacy

Drop by the #CVPR2023 Google booth at 4pm today to learn about best practices for user level model training with formal #DifferentialPrivacy guarantees. In addition, learn about a new DP algorithm designed for both scalability and strong privacy-utility trade-offs.

#AI has a #privacy problem, but these techniques could fix it... #DifferentialPrivacy #Compliance #MachineLearning

venturebeat.com/2019/12/21/ai-…

Thank you for the shout-out @Dark_tex at the **PyTorch Developer Day 2020** talk on Differential Privacy in PyTorch with Opacus. Wonderful talk ⭐️

business.facebook.com/pytorch/videos…

#pytorch #opacus #differentialprivacy #MachineLearning #ArtificialIntelligence #100DaysOfMLCode #openmined

Today on the blog, read all about how we use a hierarchical partitioning procedure to build an efficient differentially private algorithm for computing heatmaps with provable guarantees #DifferentialPrivacy → goo.gle/3MV5zyT

Learning with #DifferentialPrivacy often involves adding noise into the learning process. At 3:20pm today, Krishna Pillutla will be at the #NeurIPS2023 Google booth to explain why it is beneficial in DP algorithms to add noise that is correlated across time. Drop by to hear more!

Check out this new blog post on differentially private synthetic data with private density estimation. Explore the framework of differential privacy and mechanisms for generating accurate datasets. Read more at bit.ly/44wcohb. #dataprivacy #differentialprivacy

Visit the ICML Conference Google Research booth today at 3:30 PM to learn how multiple years of #FederatedLearning and #DifferentialPrivacy progress led to privacy preserving ML techniques to train models for on-device virtual keyboards, i.e., Gboard.

As some of you requested, here's the link to the slides for 'Deep Learning with Differentiel Privacy using TensorFlow': rb.gy/gqkpza

Thank you all for making it happen! 🎉
Marc Päpper 🦆 Meetup

#Meetup #DeepLearning #differentialprivacy #TensorFlow #100DaysOfMLCode

Apply now for the 2024 OpenDP Interns and Visiting Fellows Programs! The early application deadline is Friday, January 19.

Learn about these positions and other ways you can be a part of the OpenDP community:

opendp.org/opendp-summer-…

#harvardfellow #differentialprivacy

Introducing DP-Auditorium, an open source library for auditing #DifferentialPrivacy guarantees with just black-box access to a mechanism, i.e., without any knowledge of the mechanism’s internal properties. Learn more and copy the code. ↓ goo.gle/42GW63S

#Postdoc position at U. Edinburgh School of Informatics, The University of Edinburgh
on distributed and private Machine Learning. #differentialprivacy #machinelearning #Algorithms #privacy homepages.inf.ed.ac.uk/rsarkar/positi…

AB’de resmi metni ile gundemde olan, veri temelli ekonomi hedefinin onemli duzenlemelerinden biri olan #datagovernanceact kapsaminda #differentialprivacy ’yi degerli Arkadasim Yucel Saygin ile degerlendirecegiz. “Merak eden” herkesi etkinligimize bekleriz.
BILGI IT Law Institute İstanbul Bilgi Üniversitesi

Secretflow - A Unified Framework For Privacy-Preserving Data Analysis And Machine Learning bit.ly/3z0svp4 #DifferentialPrivacy