Lindblad equationCovers the interpretation of the Lindblad equation and its unitary part in quantum gases.
Neural Networks ConvergenceExplores neural networks convergence through parameter fitting and alternating regret, with a focus on the NeurIPS 2023 event at EPFL.
Financial Time Series AnalysisCovers stylized facts of asset returns, summary statistics, testing for normality, Q-Q plots, and efficient market hypothesis.
Nonlinear Supervised LearningExplores the inductive bias of different nonlinear supervised learning methods and the challenges of hyper-parameter tuning.
Lindblad EquationExplores the Lindblad equation and the Markov approximation in quantum optics.