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Methods that align distributions by minimizing an adversarial distance between them have recently achieved impressive results. However, these approaches are difficult to optimize with gradient descent and they often do not converge well…

机器学习 · 计算机科学 2018-02-01 Ben Usman , Kate Saenko , Brian Kulis

We present a polynomial-time $\frac{3}{2}$-approximation algorithm for the problem of finding a maximum-cardinality stable matching in a many-to-many matching model with ties and laminar constraints on both sides. We formulate our problem…

数据结构与算法 · 计算机科学 2021-10-06 Yu Yokoi

Crafting adversarial examples can be formulated as an optimization problem. While sign-based optimizers such as I-FGSM and MI-FGSM have become the de facto standard for the induced optimization problems, there still exist several unsolved…

机器学习 · 计算机科学 2026-03-03 Wei Tao , Yang Dai , Jincai Huang , Qing Tao

introduce {\sc Planar Disjoint Paths Completion}, a completion counterpart of the Disjoint Paths problem, and study its parameterized complexity. The problem can be stated as follows: given a, not necessarily connected, plane graph $G,$ $k$…

数据结构与算法 · 计算机科学 2015-11-18 Isolde Adler , Stavros G. Kolliopoulos , Dimitrios M. Thilikos

While the stable marriage problem and its variants model a vast range of matching markets, they fail to capture complex agent relationships, such as the affiliation of applicants and employers in an interview marketplace. To model this…

计算机科学与博弈论 · 计算机科学 2022-02-23 Marina Knittel , Samuel Dooley , John P. Dickerson

In the Stable Marriage problem. when the preference lists are complete, all agents of the smaller side can be matched. However, this need not be true when preference lists are incomplete. In most real-life situations, where agents…

计算机科学与博弈论 · 计算机科学 2020-05-19 Sushmita Gupta , Pallavi Jain , Sanjukta Roy , Saket Saurabh , Meirav Zehavi

This paper investigates the transient synchronization stability in power systems hybridized with virtual synchronous generators (VSGs) and synchronous generators (SGs). A relative swing equation model is established to capture the transient…

系统与控制 · 电气工程与系统科学 2026-04-22 Changjun He , Li Zhang , Qi Liu , Rui Zou

Two-sided manufacturing-as-a-service (MaaS) marketplaces connect clients requesting manufacturing services to suppliers providing those services. Matching mechanisms i.e. allocation of clients' orders to suppliers is a key design parameter…

计算机科学与博弈论 · 计算机科学 2020-10-27 Deepak Pahwa , Umut Dur , Binil Starly

We introduce the {\sc classified stable matching} problem, a problem motivated by academic hiring. Suppose that a number of institutes are hiring faculty members from a pool of applicants. Both institutes and applicants have preferences…

数据结构与算法 · 计算机科学 2009-10-25 Chien-Chung Huang

Stable Marriage is a fundamental problem to both computer science and economics. Four well-known NP-hard optimization versions of this problem are the Sex-Equal Stable Marriage (SESM), Balanced Stable Marriage (BSM), max-Stable Marriage…

数据结构与算法 · 计算机科学 2017-07-19 Sushmita Gupta , Saket Saurabh , Meirav Zehavi

A new class of patterns for multiplex networks is studied, which consists in a collection of different homogeneous states each referred to a distinct layer. The associated stability diagram exhibits a tricritical point, as a function of the…

统计力学 · 物理学 2018-01-26 Daniel M. Busiello , Timoteo Carletti , Duccio Fanelli

In this work and the supporting Parts II [2] and III [3], we provide a rather detailed analysis of the stability and performance of asynchronous strategies for solving distributed optimization and adaptation problems over networks. We…

系统与控制 · 计算机科学 2014-12-17 Xiaochuan Zhao , Ali H. Sayed

We analyze the stability of synchronized state for coupled nearly identical dynamical systems on networks by deriving an approximate Master Stability Function (MSF). Using this MSF we treat the problem of designing a network having the best…

混沌动力学 · 物理学 2014-04-01 Suman Acharyya , R. E. Amritkar

Stability is an important aspect of a classification procedure because unstable predictions can potentially reduce users' trust in a classification system and also harm the reproducibility of scientific conclusions. The major goal of our…

机器学习 · 统计学 2017-01-23 Will Wei Sun , Guang Cheng , Yufeng Liu

When computing stable matchings, it is usually assumed that the preferences of the agents in the matching market are fixed. However, in many realistic scenarios, preferences change over time. Consequently, an initially stable matching may…

计算机科学与博弈论 · 计算机科学 2022-11-09 Niclas Boehmer , Klaus Heeger , Rolf Niedermeier

The stable roommates problem can admit multiple different stable matchings. We have different criteria for deciding which one is optimal, but computing those is often NP-hard. We show that the problem of finding generous or rank-maximal…

数据结构与算法 · 计算机科学 2021-10-07 Sofia Simola , David Manlove

Are the embeddings of a graph's degenerate core stable? What happens to the embeddings of nodes in the degenerate core as we systematically remove periphery nodes (by repeated peeling off $k$-cores)? We discover three patterns w.r.t.…

社会与信息网络 · 计算机科学 2022-05-24 David Liu , Tina Eliassi-Rad

In the well-studied Stable Roommates problem, we seek a stable matching of agents into pairs, where no two agents prefer each other over their assigned partners. However, some instances of this problem are unsolvable, lacking any stable…

计算机科学与博弈论 · 计算机科学 2025-07-08 Frederik Glitzner , David Manlove

We study the three-dimensional stable matching problem with cyclic preferences. This model involves three types of agents, with an equal number of agents of each type. The types form a cyclic order such that each agent has a complete…

计算机科学与博弈论 · 计算机科学 2019-05-09 Chi-Kit Lam , C. Gregory Plaxton

We devise constant-factor approximation algorithms for finding as many disjoint cycles as possible from a certain family of cycles in a given planar or bounded-genus graph. Here disjoint can mean vertex-disjoint or edge-disjoint, and the…

组合数学 · 数学 2023-02-06 Niklas Schlomberg , Hanjo Thiele , Jens Vygen