|
08-12-2024
|
Basic Conformal Inference
|
conformal
|
|
30-07-2024
|
VIASM mini-course on diffusions and flows
|
diffusion
|
|
11-06-2024
|
Doob, Girsanov and Bellman
|
SDE,markov
|
|
03-06-2024
|
Girsanov and Importance Sampling
|
SDE,markov
|
|
14-05-2024
|
Joe Doob & Change of measures on path-space
|
SDE,markov
|
|
09-03-2024
|
RWM & HMC on manifolds
|
MCMC,manifold
|
|
18-12-2023
|
Metropolis-Hastings ratio with deterministic proposals
|
auxiliary-variable
|
|
28-11-2023
|
Averaging and homogenization
|
diffusion
|
|
18-11-2023
|
Ensemble Kalman Smoother (EnKS)
|
enkf,data-assimilation
|
|
11-11-2023
|
Asymptotic variance & Poisson Equation
|
markov
|
|
23-10-2023
|
Gaussian Assimilation & the EnKF
|
enkf,data-assimilation
|
|
19-10-2023
|
Deriving Langevin MCMC
|
MCMC
|
|
16-10-2023
|
Wasserstein Gradients & Langevin Diffusions
|
diffusion
|
|
09-10-2023
|
Sanov’s Theorem
|
LargeDeviation
|
|
03-10-2023
|
Auxiliary variable trick
|
auxiliary-variable
|
|
02-10-2023
|
Shearer’s lemma
|
infoTheory
|
|
30-09-2023
|
Information Theory: References and Readings
|
infoTheory
|
|
26-09-2023
|
Shannon Source Coding Theorem
|
infoTheory
|
|
23-09-2023
|
Information Theory: Fano’s inequality
|
infoTheory
|
|
23-09-2023
|
Information Theory: Entropy and Basic Definitions
|
infoTheory
|
|
02-07-2023
|
From Denoising Diffusion to ODEs
|
DDPM,score
|
|
02-07-2023
|
Denoising Diffusion Probabilistic Models (DDPM)
|
DDPM,score
|
|
12-06-2023
|
Reverse diffusions, Score & Tweedie
|
SDE,score
|
|
01-01-2023
|
Notes
|
index
|