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Explore language learning in humans and machines with Dr. Sharon Goldwater from the Alan Turing Institute. Understand how human-like learning biases can improve computational systems. Less than 1-hour workload.
Explore counterfactual fairness in machine learning with Dr. Matt Kusner from the Alan Turing Institute. Learn to model fairness using causal inference tools in under an hour.
Explore machine learning and data science in medicine with Oxford's Professor van der Schaar. Learn about AutoPrognosis, a method for creating personalized medical models, in this short program by Alan Turing Institute.
Explore robust AI technologies with Thomas G Dietterich from Oregon State University. Learn about threats, probabilistic inference, robust optimization, and more in this 1-2 hour program by Alan Turing Institute.
Learn optimization, algorithm development, and analysis from Prof. Coralia Cartis of the University of Oxford in this 2-3 hour program offered by the Alan Turing Institute.
Explore system architectures, performance, and security concerns with Prof. Jon Crowcroft from the University of Cambridge. Learn static analysis, debugging, and optimization in a 2-hour session.
Explore dynamic feature models with Valerio Perrone from the Alan Turing Institute. Learn about the Wright-Fisher Indian Buffet Process and its application in topic modelling. Less than 1-hour workload.
Explore the use of Hankel matrices in automata learning with this under 1-hour material from Alan Turing Institute. Gain a unified view of various learning algorithms and engage in discussions.
Explore the intersection of logic and machine learning in this under 1-hour workshop by Martin Grohe from the Alan Turing Institute. Dive into declarative ML frameworks, learnability results, and logic-affine applications.
Explore the intersection of formal verification and learning in complex systems with this less than 1-hour offering from the Alan Turing Institute. Dive into model-based and data-driven methods, Bayesian inference, and logically constrained reinforcement…
Explore probabilistic programming and stochastic behaviours with the Alan Turing Institute. Learn to model complex systems in fields like biology and transport using the ProPPA framework.
Explore fairness and bias in algorithmic decisions with Microsoft's Aditya Nori in this short workshop offered by the Alan Turing Institute. Learn to verify fairness using FairSquare.
Explore recurrent neural network architectures and their relation to models of computation in this under 1-hour material from Alan Turing Institute. Gain insights into memory-enhanced architectures, logic, learning, and algorithmic efficiency.
Explore the mathematical foundations of high-dimensional function approximation with this less than 1-hour workshop by the Alan Turing Institute and Richard Samworth of the University of Cambridge.
Explore the mathematical foundations of high-dimensional function approximation with this less than 1-hour workshop by the Alan Turing Institute. Learn from eminent researchers in multivariate approximation theory, high-dimensional integration, and non-p…
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