#machineunlearning 搜尋結果
How Machine Unlearning Revolutionizes AI Integrity bit.ly/4oXpwWi #MachineUnlearning #FairAI #ResponsibleAI #EthicalAI #AIBiasMitigation #TrustworthyAI #AIForGood #ExplainableAI #AIEthics #Smartsystems
Locking in from today to learn AI, Machine learning, deep learning. Started with hands on machine learning book by @aureliengeron Completed First chapter, can't wait to finish another chapter. #machineunlearning #DeepLearning
When a company claims that your personal data has been removed from their model, have you ever wondered whether they've indeed done so? 🤔 If a new paper on arXiv claims that its proposed #MachineUnlearning algorithm can unlearn your personal data from an #LLM, how do we know…
In the era of Large Language Models (LLMs) like ChatGPT, deleting users' data is a complicated beast. We're designing solutions to help LLMs forget, advancing #machineunlearning techniques to protect the #righttobeforgotten. 🔗 spr.ly/6017P2VoU
"Ever seen an AI with a messy memory? Time for some digital decluttering with machine unlearning! 🧹🔒 Let's keep our data safe while teaching AI to forget the fluff. #AIHoarding #DataPrivacy #MachineUnlearning #ArtificialIntelligence #openAI Read the full article…
I am happy to share that our paper, "Towards Robust and Cost-Efficient Knowledge Unlearning for Large Language Models", has been accepted to #ICLR2025! Stay tuned for the camera-ready version and the code release! #MachineUnlearning #LLMs
A comprehensive look into machine unlearning as a tool for improving AI safety by strategically removing specific data influence. #AISafety #MachineUnlearning #KnowledgeRemoval
🤩 Glad to see our work "Towards Adversarial Evaluations of Inexact Machine Unlearning" arxiv.org/abs/2201.06640 inspire "Towards Unbounded Machine Unlearning" arxiv.org/abs/2302.09880 from #GoogleBrain @GoogleAI @Eleni30fillou & @uniofwarwick. #MachineUnlearning #ProfGiri🧵👇🏽
Goldfish, an efficient federated unlearning framework, addresses data removal constraints while maintaining performance. #MachineUnlearning #DataPrivacy #FederatedLearning
@juandoming EL MACHINE UNLEARNING EN LA EDUCACIÓN DISRUPTIVA: facebook.com/juandon/posts/… #machineUnlearning #Educaciondisruptiva #educación #algoritmos #IA #desaprendizaje
Q: What techniques can be used for machine unlearning? A: Techniques like adversarial training, generative models, and selective parameter updates can be employed for machine unlearning. @MichaelDell #MachineUnlearning
AI models use machine unlearning to forget specific data while preserving performance, respecting privacy and user preferences. Learn more at ez.works #MachineUnlearning #AIRespectPrivacy
As LLMs like ChatGPT evolve, compliance with GDPR's data deletion rules presents complex challenges. Emerging machine unlearning aims to help models forget specific data without full retraining. 🤖 #MachineUnlearning #GDPR #AI_regulation link: ift.tt/V6BxpjH
Q: What challenges are associated with machine unlearning in deep learning models? A: Challenges include catastrophic forgetting, preserving useful knowledge, and maintaining model performance during unlearning. #MachineUnlearning #Challenges @pmarca @bhorowitz @elonmusk
महत्त्वपूर्ण शब्दावली: मशीन अनलर्निंग (Machine Unlearning) sanskritiias.com/hindi/importan… #MachineUnlearning #importantterminology #importantwords #prelims #importantconcepts #India #upsc #prelimssexam #pcs #sanskritiias
How Machine Unlearning Revolutionizes AI Integrity bit.ly/4oXpwWi #MachineUnlearning #FairAI #ResponsibleAI #EthicalAI #AIBiasMitigation #TrustworthyAI #AIForGood #ExplainableAI #AIEthics #Smartsystems
🎉 Proud to share that Side Effects of Erasing Concepts from Diffusion Models was accepted to EMNLP 2025 (Findings). #EMNLP2025 #MachineUnlearning #ConceptErasure
🚨 Our paper “Side Effects of Erasing Concepts from Diffusion Models” has been accepted to EMNLP 2025 (Findings)! #EMNLP2025 We investigate the vulnerabilities of Concept Erasure Techniques (CETs) Big shoutout to my amazing collaborators @sourajitCS @manasgaur90 @trgokhale 1/n
What if AI didn’t just think - but forgot? 🤯 Imagine models designed to unlearn outdated ideas, bad data, and yesterday’s biases - evolving in real-time like living minds. Not just smarter, but wiser. Just a thought. #AI #MachineUnlearning #FutureTech #EthicalAI #NextGenAI
AI text-to-speech could soon 'unlearn' to mimic voices, a game-changer in the fight against audio deepfakes. #MachineUnlearning #AISafety
महत्त्वपूर्ण शब्दावली: मशीन अनलर्निंग (Machine Unlearning) sanskritiias.com/hindi/importan… #MachineUnlearning #importantterminology #importantwords #prelims #importantconcepts #India #upsc #prelimssexam #pcs #sanskritiias
When a company claims that your personal data has been removed from their model, have you ever wondered whether they've indeed done so? 🤔 If a new paper on arXiv claims that its proposed #MachineUnlearning algorithm can unlearn your personal data from an #LLM, how do we know…
A look at how a new framework makes #MachineUnlearning faster, more practical, and privacy-compliant for real-world #AI systems. @helpnetsecurity helpnetsecurity.com/2025/07/17/mac…
AI Voice Models May Forget How to Mimic Specific Voices digitrendz.blog/?p=27215 #AiVoiceModels #MachineUnlearning #VoiceboxModification
Fighting Audio Deepfakes & AI’s Role in Education digitrendz.blog/?p=27213 #AiInEducation #AudioDeepfakes #MachineUnlearning #VoiceCloningScams
Exploring #MachineUnlearning teaching AI to forget on demand. Mapping privacy-first needs across finance, governance, startups & enterprises. Know a use case? Let’s chat and co-create value—open to partnerships that help us all generate leads! #DataPrivacy #GDPR #TrustworthyAI
✨ A heartfelt thank you to our mentor Shaista Tarannum for her constant guidance, insightful feedback, and support throughout this journey. 🙌 Special thanks to my amazing teammates: Varsha D R, Vidya Shree M S, Ananya K #AI #MachineUnlearning #groupaproject
🚨 ACM India Industry Webinar Alert! Join us for an insightful talk on Machine Unlearning & Multimodal Negation in GenAI 🤖🧠 🗓️ June 21, 2025 🕚 11:00 AM IST 🎙️ Prof. Mayank Vatsa, IIT Jodhpur 🔗 Register: lnkd.in/dqNHBBzG #ACMIndia #GenAI #MachineUnlearning #AIethics
(3) WaterDrum embeds robust watermarks into text data & measures the #watermark strength after #MachineUnlearning: - It produces calibrated scores without referencing the retrained model; - The signal is orthogonal to model performance & applicable even with similar data. (4/n)
(1) Traditional utility-centric #MachineUnlearning metrics rely on referencing a retrained model, which is prohibitively expensive😨. These metrics also struggle when the forget & retain sets contain similar data, which is a common scenario in realistic deployments😖. (2/n) #LLM
🤖 #MachineUnlearning: un sogno quasi impossibile di cancellarsi dalla memoria dell'IA. Un viaggio tra privacy e tecnologia. #IAPrivacy tomshw.it/business/cance…
tomshw.it
Cancellati dalla memoria dell’IA: il sogno (quasi) impossibile del Machine Unlearning
Il Machine Unlearning promette di rimuovere i dati personali dai modelli di IA per rispettare il GDPR, ma comporta costi elevati, rischi tecnici e vulnerabilità a nuovi attacchi.
The Revolutionary Shift from Traditional ML to Machine Unlearning: Uncover How This New Approach Guarantees Data Privacy and Compliance in AI Systems medium.com/ai-simplified-… #MachineLearning #MachineUnlearning #ML
medium.com
The Revolutionary Shift from Traditional ML to Machine Unlearning
The Revolutionary Shift from Traditional ML to Machine Unlearning Uncover How This New Approach Guarantees Data Privacy and Compliance in AI Systems Machine Unlearning: A New Dawn for Data Privacy in...
How Machine Unlearning Revolutionizes AI Integrity bit.ly/4oXpwWi #MachineUnlearning #FairAI #ResponsibleAI #EthicalAI #AIBiasMitigation #TrustworthyAI #AIForGood #ExplainableAI #AIEthics #Smartsystems
bit.ly/2dRw9rj #Cybersecurity via #machineunlearning! bit.ly/2dJmwvs @LehighCSE #compsci #DataSecurity #DataScience
(1) Traditional utility-centric #MachineUnlearning metrics rely on referencing a retrained model, which is prohibitively expensive😨. These metrics also struggle when the forget & retain sets contain similar data, which is a common scenario in realistic deployments😖. (2/n) #LLM
(3) WaterDrum embeds robust watermarks into text data & measures the #watermark strength after #MachineUnlearning: - It produces calibrated scores without referencing the retrained model; - The signal is orthogonal to model performance & applicable even with similar data. (4/n)
Recommendation from @Spotify, of album I've already heard on their service a couple of times. #MachineUnlearning
🤩 Glad to see our work "Towards Adversarial Evaluations of Inexact Machine Unlearning" arxiv.org/abs/2201.06640 inspire "Towards Unbounded Machine Unlearning" arxiv.org/abs/2302.09880 from #GoogleBrain @GoogleAI @Eleni30fillou & @uniofwarwick. #MachineUnlearning #ProfGiri🧵👇🏽
Q: What techniques can be used for machine unlearning? A: Techniques like adversarial training, generative models, and selective parameter updates can be employed for machine unlearning. @MichaelDell #MachineUnlearning
"Ever seen an AI with a messy memory? Time for some digital decluttering with machine unlearning! 🧹🔒 Let's keep our data safe while teaching AI to forget the fluff. #AIHoarding #DataPrivacy #MachineUnlearning #ArtificialIntelligence #openAI Read the full article…
महत्त्वपूर्ण शब्दावली: मशीन अनलर्निंग (Machine Unlearning) sanskritiias.com/hindi/importan… #MachineUnlearning #importantterminology #importantwords #prelims #importantconcepts #India #upsc #prelimssexam #pcs #sanskritiias
The #AISTATS2022 paper of @CYZ798775190 Shizhuo @bryanklow proposes an active task selection algorithm for #MetaLearning with a provable performance guarantee that is based on mutual information and online variational Bayesian #MachineUnlearning.
Q: What challenges are associated with machine unlearning in deep learning models? A: Challenges include catastrophic forgetting, preserving useful knowledge, and maintaining model performance during unlearning. #MachineUnlearning #Challenges @pmarca @bhorowitz @elonmusk
Postdoc, RA & Ph.D. positions in Collaborative ML/#FederatedLearning, Data Valuation, Incentive-Aware Mechanism Design, #MachineUnlearning @NUSComputing See groups.google.com/u/3/g/ml-news/… #NeurIPS2021 #ICML2021 #AAAI2021 #IJCAI2021 #UAI2021 #AISTATS2021
I am happy to share that our paper, "Towards Robust and Cost-Efficient Knowledge Unlearning for Large Language Models", has been accepted to #ICLR2025! Stay tuned for the camera-ready version and the code release! #MachineUnlearning #LLMs
As LLMs like ChatGPT evolve, compliance with GDPR's data deletion rules presents complex challenges. Emerging machine unlearning aims to help models forget specific data without full retraining. 🤖 #MachineUnlearning #GDPR #AI_regulation link: ift.tt/V6BxpjH
@juandoming EL MACHINE UNLEARNING EN LA EDUCACIÓN DISRUPTIVA: facebook.com/juandon/posts/… #machineUnlearning #Educaciondisruptiva #educación #algoritmos #IA #desaprendizaje
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