AFLB

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== Fall 2010 ==
 
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=== Aug 26 ===
 
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Suresh will talk about the recent [http://michaelnielsen.org/polymath1/index.php?title=Deolalikar%27s_P!%3DNP_paper P vs NP kerfuffle], along with some background on the problem.
 
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=== Sep 2 ===
 
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We have a double bill:
 
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* Avishek will talk about adaptive methods for multi-task learning ([http://www.cs.utah.edu/~suresh/web/2010/05/26/active-online-multitask-learning/ abstract]) ([http://www.umiacs.umd.edu/~hal/docs/daume10aoml.pdf paper])
 
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* Suresh will talk about information-theoretic repair for databases violating integrity constraints
 
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=== Sep 9 ===
 
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* Rasmus will talk about JL on the sphere and the simplex
 
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=== Sep 16 ===
 
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* Qiushi will talk about recent work on implementations of the Johnson-Lindenstrauss Transform
 
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=== Sep 23 ===
 
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* Meta-Issues: Suresh will take questions on research, being in academia / industry, and other issues.
 
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=== Sep 30 ===
 
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* Jeff will give a talk on the following joint work with Pankaj Agarwal and Hai Yu.
 
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Stability or ε-Kernels.
 
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Given a point set P of n points in R^d, an ε-kernel K ⊆ P is a coreset of P that approximates the convex hull of P.  As a result, it has been found very useful in the past 10 years for many geometric approximation problems. 
 
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In this talk I will discuss the stability of ε-kernels in two senses. 
 
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The dynamic stability shows how to maintain the ε-kernel as points are inserted and removed from P.  We show how to efficiently maintain K with a constant number of changes for each point added or removed from P. 
 
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The approximation stability studies how the size of K can change as ε changes.  This reveals structure about the optimal shape of K and how stabile it is in different dimension.  In summary, our results show that K is stable for d=2,3, but for higher dimensions it can be quite unstable with respect to changes in ε. 
 
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[http://www.cs.utah.edu/~jeffp/papers/arXiv1003.5874v1+.pdf Stability of eps-Kernels]
 
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=== Oct 7 ===
 
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Brainstorm: Suresh will throw out two problems that came up in recent conversations.
 
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=== Oct 21 ===
 
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* Amirali will discuss some related problems dealing with epsilon-nets and centrality. Some of the material below, although the second and fourth one I might discuss more.
 
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*[http://arxiv.org/pdf/cs/9809037v2 Regression depth and center points] [http://russell.lums.edu.pk/~nabil/Other/math-lec4.pdf Centerpoints and regression depth]
 
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*[http://cccg.ca/proceedings/2010/paper42.pdf Small strong epsilon nets] [http://russell.lums.edu.pk/~nabil/Research/Papers/centerpointgen.pdf Extension of the centerpoint theorem] [http://www.cccg.ca/proceedings/2005/75.pdf Small weak epsilon nets]
 
== Papers for discussion ==
== Papers for discussion ==

Revision as of 19:46, 3 February 2011

The Algorithms For Lunch Bunch

Thu @ Noon (starting Aug 26, 2010)

Venue: the graphics annex

Contents

Spring 2011

Jan 6

Amirali will talk about the new lower bound epsilon net results by Pach and Tardos.(Also, some previous work/background over here. Also on the agenda is the plan for the spring algorithms seminar.

Jan 13

Qiushi: ALENEX 11 practice talk.

Jan 20

Jeff will discuss a simplified proof of the epsilon-approximation theorem for range spaces of bounded VC-dimension.

Jan 27

Suresh will do a recap of SODA 11.

Feb 3

Jeff will talk about his recent work on mergeable summaries.

Feb 10

John:

Feb 17

Parasaran:


Papers for discussion

Previous Semesters

Contact

If you are interested in giving a talk at AFLB or have questions, please feel free to send a mail to moeller@cs.utah.edu, praman@cs.utah.edu or avishek@cs.utah.edu. If you are planning to give a talk, we would really appreciate if you have an abstract ready a week before the talk is scheduled.

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