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Week |
Day |
Topic |
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Homework |
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1 |
Aug 24, T |
Introduction, A Randomized Algorithm for Verifying Polynomial Identities |
1.1 |
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Aug 26, R |
1.2 |
Homework 1 (due Sep 2) |
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2 |
Aug 31, T |
1.4 |
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Sept 2, R |
2.1 |
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3 |
Sep 7, T |
2.1,2.2,2.4 |
Homework 2 (due Sep 14) |
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Sep 9, R |
Coupon Collector’s Problem, Randomized Quicksort |
2.4, 2.5 |
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4 |
Sep 14, T |
Markov and Chebyshev Inequalities |
3.1-3.3 |
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Sep 16, R |
Markov and Chebyshev Inequalities |
3.1-3.3 |
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5 |
Sep 21, T |
Randomized Selection Algorithm |
3.4 |
Homework 3 (due Sep 30) |
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Sep 23, R |
Chernoff Bounds, Applications |
4.1,4.2 |
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6 |
Sep 28, T |
Discussion of HW problems (especially min-cut) |
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Sep 30, R |
Chernoff Bounds – Applications to Parameter Estimation & Others |
4.2.3 |
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7 |
Oct 5, T |
Chernoff Bounds – Applications to Quicksort Analysis, discussion of balls-in-bins HW problem |
Problem 20, page 100 |
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Oct 7, R |
Routing in Parallel Computers |
4.5 |
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8 |
Oct 12, T |
Permutation Routing on Hypercube |
4.5 |
Midterm Out (due Oct 21) |
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Oct 14, R |
Permutation Routing on Hypercube |
4.5 |
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9 |
Oct 19, T |
Balls in Bins – Birthday Paradox, Maximum Height of a Bin |
5.1,5.2 |
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Oct 21, R |
Consistent Hashing |
Midterm Due |
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10 |
Oct 26, T |
Distributed Hash Tables (Chord) |
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Oct 28, R |
Bloom Filters |
5.5.3 |
Homework 4 (due Nov 9) |
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11 |
Nov 2, T |
9.1,9.3 |
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Nov 4, R |
Universal Hashing |
9.3 |
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12 |
Nov 9, T |
Perfect Hashing, Example of Probabilistic Method |
9.3, 6.2.2 |
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Nov 11, R |
Motwani-Raghavan, pages 168-172 |
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13 |
Nov 16, T |
Random Graph Definitions |
5.6 |
Homework 5 (due Dec 2) |
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Nov 18, R |
Random Graph Connectivity |
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14 |
Nov 23, T |
Thanksgiving Break |
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Nov 25, R |
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15 |
Nov 30, T |
Monte Carlo Method |
8.1 |
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Dec 2, R |
Monte Carlo Method, DNF Counting |
8.2 |
Final Exam (due Dec 13) |
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16 |
Dec 7, T |
Algorithms for Data Streams |
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Dec 9, R |
TBA |
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17 |
Dec 14, T |
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Dec 16, R |
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