با برنامه Player FM !
Lecture 18: Guest Lecturer: Kun Zhang (Causality II)
بایگانی مجموعه ها ("فیدهای غیر فعال" status)
When? This feed was archived on April 13, 2025 02:16 (
Why? فیدهای غیر فعال status. سرورهای ما، برای یک دوره پایدار، قادر به بازیابی یک فید پادکست معتبر نبوده اند.
What now? You might be able to find a more up-to-date version using the search function. This series will no longer be checked for updates. If you believe this to be in error, please check if the publisher's feed link below is valid and contact support to request the feed be restored or if you have any other concerns about this.
Manage episode 312903864 series 3251587
28 قسمت
بایگانی مجموعه ها ("فیدهای غیر فعال" status)
When?
This feed was archived on April 13, 2025 02:16 (
Why? فیدهای غیر فعال status. سرورهای ما، برای یک دوره پایدار، قادر به بازیابی یک فید پادکست معتبر نبوده اند.
What now? You might be able to find a more up-to-date version using the search function. This series will no longer be checked for updates. If you believe this to be in error, please check if the publisher's feed link below is valid and contact support to request the feed be restored or if you have any other concerns about this.
Manage episode 312903864 series 3251587
28 قسمت
همه قسمت ها
×
1 Lecture 28: A Brief Overview of Trustworthy Machine Learning 1:18:42

1 Lecture 27: Elements of Meta - Learning 1:20:33

1 Lecture 26: Scalable algorithms and systems for learning, inference and prediction 1:44:28

1 Lecture 25: Spectral Learning for Graphical Models 1:18:57

1 Lecture 24: Bayesian Nonparametric: Indian Buffet Process 1:17:29

1 Lecture 23: Bayesian nonparametric 1:20:50

1 Lecture 22: Determinantal Point Process (Pengtao Xie) 1:13:23

1 Lecture 21: Gaussian Processes 1:17:01

1 Lecture 20: Reinforcement Learning and Control Through Inference in GM (part 2) 55:28

1 Lecture 19: Reinforcement Learning and Control Through Inference in GM (part 1) 1:17:29

1 Lecture 18: Guest Lecturer: Kun Zhang (Causality II) 1:19:55

1 Lecture 17: Guest Lecturer: Kun Zhang (Causality I) 1:23:25

1 Lecture 16: Modeling Networks 1:17:32

1 Lecture 15: Case Study of Deep Generative Models: Text Generation 1:05:19

1 Lecture 14: Deep Sequence Models 58:24

1 Lecture 13: Deep Generative Models 2 1:05:46

1 Lecture 12: Deep Generative Models 1 1:15:57

1 Lecture 11: Statistical and Algorithmic Foundations of Deep Learning 1:18:51

1 Lecture 10: Advanced MCMC Methods 1:19:32

1 Lecture 09: Monte Carlo Methods 1:18:48

1 Lecture 08: Variational Inference 2 1:10:02

1 Lecture 07: Variational Inference I 1:18:37

1 Lecture 06: Case Studies: HMM and CRF 1:17:52

1 Lecture 05: Parameter Estimation 1:19:47

1 Lecture 04: Exact Inference 1:20:54

1 Lecture 03: Directed GMs; Bayesian Networks 1:19:22

1 Lecture 02: Representation of undirected GM 1:22:24

1 Lecture 01: Introduction 1:17:05
به Player FM خوش آمدید!
Player FM در سراسر وب را برای یافتن پادکست های با کیفیت اسکن می کند تا همین الان لذت ببرید. این بهترین برنامه ی پادکست است که در اندروید، آیفون و وب کار می کند. ثبت نام کنید تا اشتراک های شما در بین دستگاه های مختلف همگام سازی شود.