'Chernoff bound' diaporamas de présentation

Monte-Carlo Planning: Introduction and Bandit Basics

Monte-Carlo Planning: Introduction and Bandit Basics. Alan Fern. Large Worlds. We have considered basic model-based planning algorithms Model-based planning : assumes MDP model is available Methods we learned so far are at least poly-time in the number of states and actions

758 views • 66 slides

Probability Theory Overview and Analysis of Randomized Algorithms

Probability Theory Overview and Analysis of Randomized Algorithms. Analysis of Algorithms. Prepared by John Reif, Ph.D. Probability Theory Topics . Random Variables: Binomial and Geometric Useful Probabilistic Bounds and Inequalities. Readings. Main Reading Selections:

724 views • 50 slides

Probability Theory Overview and Analysis of Randomized Algorithms

Probability Theory Overview and Analysis of Randomized Algorithms. Analysis of Algorithms. Prepared by John Reif, Ph.D. Probability Theory Topics . Random Variables: Binomial and Geometric Useful Probabilistic Bounds and Inequalities. Readings. Main Reading Selections:

636 views • 50 slides

602 views • 45 slides

Monte-Carlo Planning: Introduction and Bandit Basics

Monte-Carlo Planning: Introduction and Bandit Basics. Alan Fern. Large Worlds. We have considered basic model-based planning algorithms Model-based planning : assumes MDP model is available Methods we learned so far are at least poly-time in the number of states and actions

576 views • 43 slides

THE QUANTUM CHERNOFF BOUND AND ITS INDUCED METRIC

THE QUANTUM CHERNOFF BOUND AND ITS INDUCED METRIC. Emilio Bagan. Tokyo. March 6, 2007. We are given N identical coins. H ?. Toss the coins: X = {#( h )}. CLASSICAL. Hypothesis testing/discrimination. Simple example : consider two different kind of coins. (? 0 ). (? 1 ).

489 views • 31 slides

Toward PDN Resource Estimation: A Law of General Power Density

Toward PDN Resource Estimation: A Law of General Power Density. Kwangok Jeong and Andrew B. Kahng ( kjeong@ucsd.edu , abk@ucsd.edu ) VLSI CAD Laboratory University of California San Diego. Outline. Power and technology trend Early stage PDN estimation Power law of power density

350 views • 21 slides

Toward PDN Resource Estimation: A Law of General Power Density

Toward PDN Resource Estimation: A Law of General Power Density. Kwangok Jeong and Andrew B. Kahng ( kjeong@ucsd.edu , abk@ucsd.edu ) VLSI CAD Laboratory University of California San Diego. Outline. Power and technology trend Early stage PDN estimation Power law of power density

225 views • 21 slides

To Model or not To Model; that is the question.

323 views • 20 slides

E 3 Finish-up; Intro to Clustering & Unsup.

266 views • 19 slides