Seminário Matemática, Física & Aprendizagem Automática – Steve L. Brunton
“Machine learning for Fluid Mechanics” - 18h...
“Machine learning for Fluid Mechanics” - 18h...
“Machine Learning of Robot Skills” - 18h...
“Model based control design combining Lyapunov and optimization tools: Examples in the area of motion control of autonomous robotic vehicles” ...
“Information-theoretic bounds on quantum advantage in machine learning” - 18h...
“Dealing with Correlated Variables in Supervised Learning” - 18h...
“Causal Inference and Overparameterized Autoencoders in the Light of Drug Repurposing for SARS-CoV-2” - 18h...
“Making ML Models fairer through explanations, feature dropout, and aggregation” - 18h...
“Benchmarking Graph Neural Networks” - 11h...
“Neural Networks and Quantum Field Theory” - 18h...
“From Optimization Algorithms to Dynamical Systems and Back” - 18h...
“Data, Decisions, and You: Making Causality Useful and Usable in a Complex World” - 18h...
A aplicação mede e regista os sintomas de pessoas infetadas pelo novo coronavírus, e ainda alerta os profissionais de saúde se...
“Learning Interaction laws in particle- and agent-based systems” - 18h...
Mathematical aspects of neural network learning through measure dynamics” - 18h, via Zoom...
“Learning and Learning to Solve PDEs.” - 11h, via Zoom...
“Some exactly solvable models for statistical machine learning” - 18h...
“Deep Learning meets Physics: Taking the Best out of Both Worlds in Imaging Science”, 18h....
“Topological Data Analysis and Deep Learning.” - 18h, via Zoom...