На 22 август 2023 г. (вторник) от 16:00 часа в зала 503 на ИМИ-БАН ще се проведе заседание на семинара на секция „Математически основи на информатиката". Доклад на тема: Data Attribution: Scaling up and Applications to Defending Against Backdoor Attacks ще изнесе Кристиян Георгиев, докторант в MIT под ръководството на Александър Мондри. Абстракт. The goal of data attribution is to trace model predictions back to training data. Despite a long line of work towards this goal, existing approaches to data attribution tend to force users to choose between computational tractability and efficacy. That is, computationally tractable methods can struggle with accurately attributing model predictions in non-convex settings (e.g., in the context of deep neural networks), while methods that are effective in such regimes require […]