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Seminário em Matemática, Física & Aprendizagem Automática – Leong Chuan Kwek
Título: “Machine Learning and Quantum Technology.” - 10h...
Título: “Machine Learning and Quantum Technology.” - 10h...
Título: “Deep learning for the discovery of parsimonious physics models” | 17h....
“Provable Representation Learning” - 17h...
“Extreme value threshold selection and uncertainty” - 13h...
“Distributed ML: Optimal algorithms for distributed stochastic non-convex optimization” - 14h...
“Deep neural networks have an inbuilt Occam's razor” - 14h...
“Combining Stakeholder Interviews and Censored Regressions to Correcting Misreported Catches” - 14h30...
“Box-Cox transformations in Statistics of Extremes” - 13h...
“Computational Imaging: Reconciling Physical and Learned Models” - 14h...
“Efficient and Modular Implicit Differentiation” - 14h...
“Policy Optimization in Reinforcement Learning: A Tale of Preconditioning and Regularization” - 14h...
“Physics Aware Machine Learning for the Earth Sciences” - 14h...
“Learning-Based Actuator Placement and Receding Horizon Control for Security against Actuation Attacks” - 14h ...
“Detecting tail probabilities” - 13h...
“Machine Learning and Inverse Problems: Deeper and More Robust” - 14h...
“Two mathematical lessons of deep learning” - 18h...
“Biomarker discovery in cancer transcriptomic data using network-based regularization” - 14h30...
“Robot Learning - Quo Vadis?” - 14h...