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Documents Hard Problems Some problems are hard to solve. No polynomial time algorithm is known. E.g.,...

Slide 1 Slide 2 Hard Problems Some problems are hard to solve.  No polynomial time algorithm is known.  E.g., NP-hard problems such as machine scheduling, bin packing,…

Documents Marginalization & Conditioning Marginalization (summing out): for any sets of variables Y and Z:...

Slide 1Marginalization & Conditioning Marginalization (summing out): for any sets of variables Y and Z: Conditioning(variant of marginalization): Slide 2 Example of Marginalization…

Documents Cryptanalysis of a Cognitive Authentication Scheme Philippe Golle, PARC David Wagner, UC Berkeley.

Slide 1 Cryptanalysis of a Cognitive Authentication Scheme Philippe Golle, PARC David Wagner, UC Berkeley Slide 2 Problem Statement How can I log into my bank without keyloggers/eavesdroppers…

Documents Artificial Intelligence Uncertainty & probability Chapter 13, AIMA.

Slide 1 Artificial Intelligence Uncertainty & probability Chapter 13, AIMA Slide 2 ”When an agent knows enough facts about its environment, the logical approach enables…

Documents Bayesian networks More commonly called graphical models A way to depict conditional independence...

Slide 1 Bayesian networks More commonly called graphical models A way to depict conditional independence relationships between random variables A compact specification of…

Documents Ajay K. Verma, Philip Brisk and Paolo Ienne Processor Architecture Laboratory (LAP) & Centre for...

Slide 1 Ajay K. Verma, Philip Brisk and Paolo Ienne Processor Architecture Laboratory (LAP) & Centre for Advanced Digital Systems (CSDA) Ecole Polytechnique Fédérale…

Documents Marginalization & Conditioning

Marginalization & Conditioning Marginalization (summing out): for any sets of variables Y and Z: Conditioning(variant of marginalization): Example of Marginalization…

Documents “Predicting Learnt Clauses Quality in Modern SAT Solvers” & “Blocked Clause Elimination”...

“Predicting Learnt Clauses Quality in Modern SAT Solvers” & “Blocked Clause Elimination” Ateeq Sharfuddin CS 297: Championship Algorithms Topics Audemard, G.…

Documents CS38 Introduction to Algorithms

Slide 1 CS38 Introduction to Algorithms Lecture 17 May 27, 2014 May 27, 2014 1 CS38 Lecture 17 1 May 27, 2014 CS38 Lecture 17 2 Outline coping with intractibility NP-completeness…