video thumbnail
Pause
Mute
Subtitles not available
Playback speed
0.25
0.5
0.75
1
1.25
1.5
1.75
2
Full screen

Fast Mixing for Discrete Point Processes

Published on Feb 4, 20251961 Views

We investigate the systematic mechanisms for designing fast mixing Markov chains Monte Carlo algorithms to sample from discrete point processes. Such processes are defined as probability distributions

Related categories

Presentation

fast Mixing for Discrete Point Processes00:00
Role of submodularity in probability?00:17
Fast mixing MCMC: control on Hessian02:28
Hessian capture 'curvature' much better than curvature!03:49