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Colloquium Events

Colloquium: Mutation Testing of Deep Learning Systems

December 13, 2022. Tuesday. 3PM. Room: TG23 (Town Hall Building) Speaker: Gunel Jahangirova Title: Mutation Testing of Deep Learning Systems Abstract: Deep Learning (DL) is increasingly adopted to solve complex tasks such as image recognition or autonomous driving. Companies are considering the inclusion of DL components in production systems, but one of their main concerns is […]

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Colloquium Events

Colloquium: Adversarial Reprogramming Revisited

November 16, 2022. Wednesday. 3PM Room: TG23 (Town Hall Building) Speaker: Ranko Lazic Title: Adversarial Reprogramming Revisited Abstract: TL;DR:  We show that neural networks with random weights are susceptible to adversarial reprogramming, and that in some settings training the network can cause its adversarial reprogramming to fail. Adversarial reprogramming, introduced by Elsayed, Goodfellow, and Sohl-Dickstein, […]

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Colloquium Events

Colloquium: Making Models Work: How an Optimised ML Lifecycle Can Drive Better ROI

November 10, 2022. Thursday. 3PM Room: TG23 (Town Hall Building) Speaker: Ghislain Landry Tsafack Title: Making Models Work: How an Optimised ML Lifecycle Can Drive Better ROI Abstract: The potential of Artificial Intelligence (AI) continues to take centre stage in discussions around innovation. Realizing such potential is unfortunately not as straightforward as it may seem. […]

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Colloquium Events

Colloquium: Automated Logic-Based Reasoning for Analyzing Prime Video Code

October 12, 2022. Wednesday. 3PM Room: TG23 (Town Hall Building)   Speaker: Ilina Stoilkovska Title: Automated Logic-Based Reasoning for Analyzing Prime Video Code   Abstract: Developers working in Prime Video are constantly innovating, introducing new features, and improving the performance of the Prime Video application. Each modification of the Prime Video application code is required to pass […]