PDF-Classes of Submodular Constraints Expressible by Graph

Jeavons Computing Laboratory University of Oxford Wolfson Building Parks Road Oxford OX1 3QD United Kingdom stanislavzivnypeterjeavons comlaboxacuk Abstract Submodular constraints play an important role both in the ory and practice of valued constra. washingtonedu Jeff Bilmes Department of Electrical Engineering University of Washington bilmesuwashingtonedu Abstract We investigate two new optimization problems minimizing a submodular function subject to a submodular lower bound constraint submod WEEKEND CLASSES Classes that meet only on Saturday or Sunday will have their final exam at their normal class time on December 20 or 21 respectively FINALS Monday December 15 Tuesday December 1 Wednesday December 1 Thursday Decem ber 18 Friday Dece Bittersweet Studios is the first co-ed alternative fitness studio (featuring pole fitness/pole dancing and aerial silk/lyra) in Jacksonville that serves clients of all ages and sizes. We offer a range of fitness options in strength training, cardio, dance and specialized instruction in aerial arts. Submodular. Bandits Problem. Yisong Yue. Carnegie Mellon University. Joint work with Carlos Guestrin & Sue Ann Hong. Optimizing Recommender Systems. Must predict what the user finds interesting. Submodular. Bandits . and their Application to Diversified Retrieval. Yisong Yue (CMU) & Carlos . Guestrin. (CMU). Optimizing Recommender Systems. Every day, users come to news portal. For each user, . . Tripathi. Georgia Institute of Technology. Approximability. of Combinatorial Optimization Problems with . Submodular. Cost Functions. Based on joint work with . Gagan. . Goel. , . Chinmay. . Karande. on . approximation. of . submodular. and XOS . functions by juntas. Vitaly. Feldman and Jan . Vondrâk. IBM . Research - . Almaden. Prelims:. Submodular. and XOS. Functions; . Learning. $20. $27. Lecture 5 – Part 1. M. Pawan Kumar. pawan.kumar@ecp.fr. Slides available online http://. cvn.ecp.fr. /personnel/. pawan. /. Submodular. Functions. Examples. Outline. Submodular. Function. Set S. Function f over power set of S. Submodular. Functions. Grigory. . Yaroslavtsev. Columbia University. October 26, 2012. With . Sofya. . Raskhodnikova. (SODA’13). + Work in progress with Rocco . Servedio. Submodularity. Discrete analog of convexity/concavity, law . A Mini-Survey. Chandra . Chekuri. Univ. of Illinois, Urbana-Champaign. Submodular Set Functions. A function . f. : 2. N. . . . R . is submodular if. . f(A. ) + . f(B. ) ≥ . f(A. . B. ) + . submodular. . objectives: . continuous extensions . &. . dependent . randomized . rounding. Chandra . Chekuri. Univ. of Illinois, Urbana-Champaign. Combinatorial Optimization. N. a finite ground set. . for Binary . Pairwise. Energies. Lena . Gorelick. . joint work with. . O. . Veksler. I. Ben . Ayed. A. Delong. . Y. . Boykov. Example of Simple Binary Energy. 2. Potts Model. Binary . Pairwise. There are 350 tickets available! Don’t miss out—this is first-come, first-served!. When will we go?. Wednesday, Dec. 17. th. You will go to 1. st. hour, then be dismissed to eat lunch (yes, I know that’s super early!). Our Teen’s martial arts classes will launch with 4 classes a week. We will offer the Teens Program at 4pm Tuesday, Wednesday, Thursday and then at 1pm on Saturday. We all know they’re going to sleep in, but they might as well get some activity after that! http://www.mnkali.com/mkg-teens-program