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- research-articleJanuary 2011
Improved bound for the union of fat triangles
SODA '11: Proceedings of the twenty-second annual ACM-SIAM symposium on Discrete algorithmsPages 1778–1785We show that, for any fixed δ > 0, the combinatorial complexity of the union of n triangles in the plane, each of whose angles is at least δ, is O(n2α(n) log* n), with the constant of proportionality depending on δ. This considerably improves the twenty-...
- research-articleJanuary 2011
Triangulating the square and squaring the triangle: quadtrees and Delaunay triangulations are equivalent
SODA '11: Proceedings of the twenty-second annual ACM-SIAM symposium on Discrete algorithmsPages 1759–1777We show that Delaunay triangulations and compressed quadtrees are equivalent structures. More precisely, we give two algorithms: the first computes a compressed quadtree for a planar point set, given the Delaunay triangulation; the second finds the ...
- research-articleJanuary 2011
Improved space bounds for cache-oblivious range reporting
SODA '11: Proceedings of the twenty-second annual ACM-SIAM symposium on Discrete algorithmsPages 1745–1758We provide improved bounds on the size of cache-oblivious range reporting data structures that achieve the optimal query bound of O(logB N + K/B) block transfers. Our first main result is an O(N√log N log log N)-space data structure that achieves this ...
- research-articleJanuary 2011
Bounding the randomized decision tree complexity of read-once Boolean functions
SODA '11: Proceedings of the twenty-second annual ACM-SIAM symposium on Discrete algorithmsPages 1729–1744We investigate the deterministic and the randomized decision tree complexities of Boolean functions, denoted by D(f) and R(f), respectively. A long standing conjecture is that, for every Boolean function f, R(f) = Ω(D(f)α where α = log2 (1+√33/4) = ...
- research-articleJanuary 2011
Dichotomy for Holant problems of Boolean domain
SODA '11: Proceedings of the twenty-second annual ACM-SIAM symposium on Discrete algorithmsPages 1714–1728Holant problems are a general framework to study counting problems. Both counting Constraint Satisfaction Problems (#CSP) and graph homomorphisms are special cases. We prove a complexity dichotomy theorem for Holant*(F), where F is a set of constraint ...
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- research-articleJanuary 2011
The dichotomy of list homomorphisms for digraphs
SODA '11: Proceedings of the twenty-second annual ACM-SIAM symposium on Discrete algorithmsPages 1703–1713The Dichotomy Conjecture for Constraint Satisfaction Problems has been verified for conservative problems (or, equivalently, for list homomorphism problems) by Andrei Bulatov. An earlier case of this dichotomy, for list homomorphisms to undirected ...
- research-articleJanuary 2011
Nearly tight bounds for testing function isomorphism
SODA '11: Proceedings of the twenty-second annual ACM-SIAM symposium on Discrete algorithmsPages 1683–1702We study the problem of testing isomorphism (equivalence up to relabelling of the variables) of two Boolean functions f,g: {0, 1}n → {0, 1}. Our main focus is on the most studied case, where one of the functions is given (explicitly) and the other ...
- research-articleJanuary 2011
Approximate dynamic programming using halfspace queries and multiscale Monge decomposition
SODA '11: Proceedings of the twenty-second annual ACM-SIAM symposium on Discrete algorithmsPages 1675–1682We consider the problem of approximating a signal P with another signal F consisting of a few piecewise constant segments. This problem arises naturally in applications including databases (e.g., histogram construction), speech recognition, ...
- research-articleJanuary 2011
Improved approximation results for stochastic knapsack problems
SODA '11: Proceedings of the twenty-second annual ACM-SIAM symposium on Discrete algorithmsPages 1647–1665In the stochastic knapsack problem, we are given a set of items each associated with a probability distribution on sizes and a profit, and a knapsack of unit capacity. The size of an item is revealed as soon as it is inserted into the knapsack, and the ...
- research-articleJanuary 2011
Risk-averse stochastic optimization: probabilistically-constrained models and algorithms for black-box distributions
SODA '11: Proceedings of the twenty-second annual ACM-SIAM symposium on Discrete algorithmsPages 1627–1646We consider various stochastic models that incorporate the notion of risk-averseness into the standard 2-stage recourse model, and develop novel techniques for solving the algorithmic problems arising in these models. A key notable feature of our work ...
- research-articleJanuary 2011
The complexity of finding independent sets in bounded degree (hyper)graphs of low chromatic number
SODA '11: Proceedings of the twenty-second annual ACM-SIAM symposium on Discrete algorithmsPages 1615–1626We prove almost tight hardness results under randomized reductions for finding independent sets in bounded degree graphs and hypergraphs that admit a good coloring. Our specific results include the following (where Δ, a constant, is a bound on the ...
- research-articleJanuary 2011
Tight hardness results for minimizing discrepancy
SODA '11: Proceedings of the twenty-second annual ACM-SIAM symposium on Discrete algorithmsPages 1607–1614In the Discrepancy problem, we are given M sets {S1,..., SM} on N elements. Our goal is to find an assignment χ of {−1, + 1} values to elements, so as to minimize the maximum discrepancy maxj | ΣiεSj χ(i)|. Recently, Bansal gave an efficient algorithm ...
- research-articleJanuary 2011
Hardness results for agnostically learning low-degree polynomial threshold functions
SODA '11: Proceedings of the twenty-second annual ACM-SIAM symposium on Discrete algorithmsPages 1590–1606Hardness results for maximum agreement problems have close connections to hardness results for proper learning in computational learning theory. In this paper we prove two hardness results for the problem of finding a low degree polynomial threshold ...
- research-articleJanuary 2011
Tight bounds on the approximability of almost-satisfiable Horn SAT and exact hitting set
SODA '11: Proceedings of the twenty-second annual ACM-SIAM symposium on Discrete algorithmsPages 1574–1589We study the approximability of two natural Boolean constraint satisfaction problems: Horn satisfiability and exact hitting set. Under the Unique Games conjecture, we prove the following optimal inapproximability and approximability results for finding ...
- research-articleJanuary 2011
On LP-based approximability for strict CSPs
SODA '11: Proceedings of the twenty-second annual ACM-SIAM symposium on Discrete algorithmsPages 1560–1573In a beautiful result, Raghavendra established optimal Unique Games Conjecture (UGC)-based inapproximability for a large class of constraint satisfaction problems (CSPs). In the class of CSPs he considers, of which Maximum Cut is a prominent example, ...
- research-articleJanuary 2011
A constant-factor approximation for wireless capacity maximization with power control in the SINR model
SODA '11: Proceedings of the twenty-second annual ACM-SIAM symposium on Discrete algorithmsPages 1549–1559In modern wireless networks devices are able to set the power for each transmission carried out. Experimental but also theoretical results indicate that such power control can improve the network capacity significantly. We study this problem in the ...
- research-articleJanuary 2011
Wireless capacity with oblivious power in general metrics
SODA '11: Proceedings of the twenty-second annual ACM-SIAM symposium on Discrete algorithmsPages 1538–1548The capacity of a wireless network is the maximum possible amount of simultaneous communication, taking interference into account. Formally, we treat the following problem. Given is a set of links, each a sender-receiver pair located in a metric space, ...
- research-articleJanuary 2011
Fast convergence of natural bargaining dynamics in exchange networks
SODA '11: Proceedings of the twenty-second annual ACM-SIAM symposium on Discrete algorithmsPages 1518–1537Bargaining networks model the behavior of a set of players who need to reach pairwise agreements for making profits. Nash bargaining solutions in this context correspond to solutions which are stable and balanced. Kleinberg and Tardos [19] proved that, ...
- research-articleJanuary 2011
On the complexity of approximating a Nash equilibrium
SODA '11: Proceedings of the twenty-second annual ACM-SIAM symposium on Discrete algorithmsPages 1498–1517We show that computing a relative---that is, multiplicative as opposed to additive---approximate Nash equilibrium in two-player games is PPAD-complete, even for constant values of the approximation. Our result is the first constant inapproximability ...
- research-articleJanuary 2011
Distributed selfish load balancing on networks
SODA '11: Proceedings of the twenty-second annual ACM-SIAM symposium on Discrete algorithmsPages 1487–1497We study distributed load balancing in networks with selfish agents. In the simplest model considered here, there are n identical machines represented by vertices in a network and m > n selfish agents that unilaterally decide to move from one vetex to ...