Skip to main content
Graph
Search
fr
en
Login
Search
All
Categories
Concepts
Courses
Lectures
MOOCs
People
Quizes
Exercises
Publications
Startups
Units
Show all results for
Home
Lecture
Log-Concave Functions
Graph Chatbot
Related lectures (54)
Martingales and Brownian Motion
Log in to Mediaspace to watch this video
Discusses the construction of random variables similar to Brownian motion and their implications.
Linearity of Expectation
Log in to Mediaspace to watch this video
Covers Linearity of Expectation, Markov's inequality, random variables, and transitive tournaments.
Variance Reduction Techniques: Antithetic Variables & Importance Sampling
Log in to Mediaspace to watch this video
Explores variance reduction techniques like antithetic variables and importance sampling in Monte Carlo estimation.
Transformations of Continuous Variables
Log in to Mediaspace to watch this video
Covers the transformations of continuous random variables and the determinant of Jacobians.
Estimating R: Convergence of Random Variables
Log in to Mediaspace to watch this video
Explores the estimation of R through the convergence of random variables and discusses important convergence modes.
Statistical Theory: Maximum Likelihood Estimation
Log in to Mediaspace to watch this video
Explores the consistency and asymptotic properties of the Maximum Likelihood Estimator, including challenges in proving its consistency and constructing MLE-like estimators.
Statistical Estimators
Log in to Mediaspace to watch this video
Explains statistical estimators for random variables and Gaussian distributions, focusing on error functions for integration.
Estimating R: Marking and Convergence
Log in to Mediaspace to watch this video
Covers the estimation of R in Poisson processes, focusing on marking points and convergence.
Gaussian Mixture Models & Noisy Signals
Log in to Mediaspace to watch this video
Explores Gaussian mixture models and denoising noisy signals using a probabilistic approach.
Gaussian Correlation Conjecture
Log in to Mediaspace to watch this video
Explores the proof of the Gaussian correlation conjecture and its implications on random vectors and covariance matrices.
Advanced Information Theory: F-Divergences and Generalization Error
Log in to Mediaspace to watch this video
Covers f-divergences and generalization error in advanced information theory.
Mechanics: Symmetric Haltere and Center of Mass
Log in to Mediaspace to watch this video
Covers the mechanics of a symmetric haltere and the importance of center of mass calculation.
Expectation Maximization: Learning Parameters
Log in to Mediaspace to watch this video
Covers the Expectation Maximization algorithm for learning parameters and dealing with unknown variables.
Statistical Analysis: Hypothesis Testing and Distribution Models
Log in to Mediaspace to watch this video
Covers statistical analysis techniques, hypothesis testing, and distribution models using R software.
Previous
Page 3 of 3
Next