Triantafillou, Peter
- Towards Unbounded Machine Unlearning
2023/02/20 by Kurmanji, Meghdad, Triantafillou, Peter, Hayes, Jamie +1 · 33 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- What makes unlearning hard and what to do about it
2024/06/03 by Kairan Zhao, Zhao, Kairan, Meghdad Kurmanji +7 · 16 citations
Computer Science · #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Mobile Crowdsensing and Crowdsourcing
- Are we making progress in unlearning? Findings from the first NeurIPS unlearning competition
2024/06/13 by Eleni Triantafillou, Peter Kairouz, Triantafillou, Eleni +26 · 8 citations
Medicine · #Glioma Diagnosis and Treatment
- To Each (Textual Sequence) Its Own: Improving Memorized-Data Unlearning in Large Language Models
2024/05/06 by George-Octavian Bărbulescu, Barbulescu, George-Octavian, Peter Triantafillou +1 · 6 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- Detect, Distill and Update: Learned DB Systems Facing Out of Distribution Data
2022/10/11 by Kurmanji, Meghdad, Triantafillou, Peter · 3 citations
#Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Machine Unlearning in Learned Databases: An Experimental Analysis
2023/11/28 by Meghdad Kurmanji, Eleni Triantafillou, Kurmanji, Meghdad +3 · 4 citations
Computer Science · #Data Stream Mining Techniques #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning and Algorithms #Machine Learning and Data Classification
- Scalability of memorization-based machine unlearning
2024/10/21 by Kairan Zhao, Zhao, Kairan, Peter Triantafillou +1 · 1 citation
Computer Science · Engineering · #Advanced Data Processing Techniques #Embedded Systems Design Techniques #Experimental Learning in Engineering #FOS: Computer and information sciences #Machine Learning (cs.LG)