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Algorithms 1
Projects
Enhancing critical ecosystems
Using data analysis to enhance critical ecosystems like cities and farms, and the digital-physical systems that support them
Counterfactual fairness
Making algorithm-led decisions fair by ensuring their outcomes are the same in the actual world and a 'counterfactual world' where an individual belongs to a different demographic
Co-designing algorithms and computer architecture
Designing hardware to suit the needs of data science algorithms, which will similarly be designed to suit the capabilities of the hardware
Publications and software
Why a Right to Explanation of Automated Decision-Making Does Not Exist in the General Data Protection Regulation
Since approval of the EU General Data Protection Regulation (GDPR) in 2016, it has...
Wachter, S., Mittelstadt, B., & Floridi, L. (2017). Why a right to explanation of automated decision-making does not exist in the General Data Protection Regulation. International Data Privacy Law, 7(2), 76–99.
Events
Masterclass: Machine Learning Theory Part 1; Probability Approximately Correct (PAC) Learning
Monday 13 Mar 2017
Time: 17:37
Short Talks: Power of Human-Machine Collectives and Multilevel Monte Carlo Strategies
Tuesday 07 Mar 2017
Time: 17:37
Short Talks: Cyber-Physical Systems and Monte Carlo Algorithms
Thursday 02 Mar 2017
Time: 17:37
Masterclass: Sketching as a Tool for Numerical Linear Algebra
Monday 30 Jan 2017
Time: 17:37
Lecture: Large Scale Structures in Random Graphs
Tuesday 13 Dec 2016
Time: 17:37
Networks & Big Data
Friday 18 Dec 2015
Time: 17:37
Information-Theoretic Foundations and Algorithms for Large-Scale Data Inference
Thursday 17 Dec 2015
Time: 17:37
Computing Systems Research For Big Data
Wednesday 09 Dec 2015
Time: 17:37
Distributed Machine Learning and Optimisation
Wednesday 25 Nov 2015 - Friday 27 Nov 2015
Time: 17:37
People
Dr Per Kristian Lehre
Turing AI Acceleration Fellow
Dr Thomas Blumensath
Turing Fellow
Professor Tim Albrecht
Turing Fellow
Professor Michael Auinger
Turing Fellow
Professor Marcel van Herk
Turing Fellow
Dr Martin Lotz
Turing Fellow
Dr John Easton
Turing Fellow
Dr Jinming Duan
Turing Fellow