﻿ Bandit Algorithms Seminar-清华大学求真书院

### Bandit Algorithms Seminar

https://meeting.tencent.com/dm/WpV1SYzfwUfg (2022/10/08-2022/12/24 09:45-11:45, Every Week)

Presenter:

Reference:

[L].Lattimore, Tor, and Csaba Szepesvári. Bandit algorithms. Cambridge University Press, 2020. (https://tor-lattimore.com/downloads/book/book.pdf)

[S]. Slivkins, Aleksandrs. "Introduction to multi-armed bandits." Foundations and Trends® in Machine Learning 12.1-2 (2019): 1-286.(https://arxiv.org/abs/1904.07272)

[K].Kevin Jamieson. CSE 599, Winter 2018 Online and Adaptive Methods for Machine Learning. Lecture Note (https://courses.cs.washington.edu/courses/cse599i/18wi/)

• ### Bandit Algorithms Seminar

Tencent Meeting Link: https://meeting.tencent.com/dm/WpV1SYzfwUfg (2022/10/08-2022/12/24 09:45-11:45, Every Week)Presenter: 董婧(SDS@CUHK(SZ) Phd Student), 杜伊涵(IIIS@THU Phd Student) ,江昊哲(IIIS@THU Junior Student),李家淳(Math@THU Senior Student),吕甲梦(Math@THU Phd Student) , 宋沛聪(Math@THU Senior Student),温凯越(IIIS@THU Junior Student),邬靖宇(CS@USTC Senior Student),熊诺亚(IIIS@THU Junio...

• ### Introduction to Tensor Network Algorithms

Record: NoLevel: GraduateLanguage: ChinesePrerequisiteQuantum MechanicsAbstractThis course will focus on the basic concepts and representative algorithms of tensor networks. For 1D tensor networks, we will introduce the Matrix Product State(MPS) and its Density Matrix Renormalization Group algorithm(DMRG), Time Evolution Block Decimation algorithm(TEBD), etc. For high-dimensional tensor network...