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中国科学院沈阳自动化研究所专利:一种基于语义化的产线预设流程优化方法和系统
In this work, we construct a novel numerical method for solving the multimarginal optimal transport problems with Coulomb cost. This type of optimal transport problem arises in quantum physics and pla...
Advertising becomes one of the most popular ways of monetizing an online transaction platform. Usually, sponsored advertisements are posted on the most attractive positions to enhance the number of cl...
郭位,香港城市大学校长及校杰出教授,目前担任IEEE Transactions on Reliability 主编。郭教授于2000年当选美国国家工程院院士,后又获选为台湾中央研究院院士及中国工程院外籍院士。他同时也是国际品管学管学院(IAQ)院士,国际工业工程学(IIE)会员、美国品管学会(ASQ)会员、运筹学和管理学研究协会(INFORMS)、美国标准协会(ASA)及国际电机电子工程学会(IE...
中国科学院深圳先进技术研究院专利:一种三维扫描系统中的转轴的优化计算方法
近日,南科大计算机系Hisao Ishibuchi教授课题组6篇论文被遗传与进化计算国际会议GECCO 2023接收。其中2篇论文的第一作者为南方科技大学计算机科学与工程系在读本科生。他们分别是:计算机系2019级本科生安广言、吴子彧、沈挚龙(共同第一作者)和2020级本科生朱晗。论文通讯作者为计算机系研究副教授尚可和讲席教授Hisao Ishibuchi。
In this paper, we consider optimization problems over closed embedded submanifolds of \mathbb{R}^n, which are defined by the constraints c(x)=0. We propose a class of constraint dissolving approaches ...
胡容,女,教授,生于1981年,中共党员,博士研究生学历,理学博士学位,四川省第十二批学术和技术带头人后备人选。
In this talk, we discuss a unifying deep unfolding multi-sampling-ratio interpretable CS-MRI framework. The combined approach offers more generalizability than the existing deep-learning-based CS-MRI ...
We focus on the nonconvex-strongly-convex bilevel optimization problem (BLO). In this BLO, the objective function of the upper-level problem is nonconvex and possibly nonsmooth, and the lower-level pr...
In this talk, I will present our recent work on the convergence/generalization analysis for the popular optimizers in deep learning. (1) We establish the convergence for Adam under (L0,L1 ) smoothness...
Tensor-based modeling and computation emerge prominently with urgent demands from practical applications in the big data era. With the intrinsic sparsity in real data sets and the dimensionality reduc...
We propose a general framework of mass transport between vector-valued measures, which will be called simultaneous mass transport. The new framework is motivated by the need to transport resources of ...
We study the fair allocation of indivisible resources under knapsack constraints, where a set of items with varied costs and values are to be allocated to a group of agents. Each agent has a budget co...
Weitzman (1979) introduced the Pandora Box problem as a model for sequential search with inspection costs, and gave an elegant index-based policy that attains provably optimal expected payoff. In vari...

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