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STOC
1993
ACM
141views Algorithms» more  STOC 1993»
13 years 12 months ago
Bounds for the computational power and learning complexity of analog neural nets
Abstract. It is shown that high-order feedforward neural nets of constant depth with piecewisepolynomial activation functions and arbitrary real weights can be simulated for Boolea...
Wolfgang Maass
CORR
2010
Springer
200views Education» more  CORR 2010»
13 years 8 months ago
Unified Compression-Based Acceleration of Edit-Distance Computation
The edit distance problem is a classical fundamental problem in computer science in general, and in combinatorial pattern matching in particular. The standard dynamic programming s...
Danny Hermelin, Gad M. Landau, Shir Landau, Oren W...
WINE
2005
Springer
100views Economy» more  WINE 2005»
14 years 1 months ago
A Primal-Dual Algorithm for Computing Fisher Equilibrium in the Absence of Gross Substitutability Property
Abstract. We provide the first strongly polynomial time exact combinatorial algorithm to compute Fisher equilibrium for the case when utility functions do not satisfy the Gross su...
Dinesh Garg, Kamal Jain, Kunal Talwar, Vijay V. Va...
SIGECOM
2010
ACM
164views ECommerce» more  SIGECOM 2010»
14 years 21 days ago
Truthful mechanisms with implicit payment computation
It is widely believed that computing payments needed to induce truthful bidding is somehow harder than simply computing the allocation. We show that the opposite is true for singl...
Moshe Babaioff, Robert D. Kleinberg, Aleksandrs Sl...
AAAI
2010
13 years 9 months ago
Computationally Feasible Automated Mechanism Design: General Approach and Case Studies
In many multiagent settings, a decision must be made based on the preferences of multiple agents, and agents may lie about their preferences if this is to their benefit. In mechan...
Mingyu Guo, Vincent Conitzer