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(대학원생 마일리지 적용) Seminar Notice (4/23(Tue) 4:00pm, Alexandre Proutiere at KTH)

2019.04.17 13:56

Dear ISysE Professors and Students,

 

ISysE department invites you to attend the following seminar.

 

Title: A unified approach towards lower bounds for estimation and online sequential decision problems 

Speaker: Alexandre Proutiere, KTH  

 

Date & Time: April 23th(Tue), 4:00 pm

Place: E2-2 Bldg, #1501

 

We look forward to your attendance and encourage you to forward this invitation to colleagues who may be interested in the topic.

           

Abstract: 

We review existing techniques towards the derivation of fundamental limits (or lower bounds) for estimation and sequential decision problems. We distinguish minimax and problem-specific lower bounds, and provide a unified method towards the latter. The method is applicable to a wide array of problems including linear system identification, bandit and reinforcement learning problems, clustering, etc. It also allows to investigate problems with different performance metrics in mind, e.g., expected error, sample complexity or regret.   

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