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	Convex operator-theoretic methods in stochastic control 期刊论文 AUTOMATICA, 2025, 卷号: 177 作者: Houska, Boris Adobe PDF(1250Kb) \| 收藏 \| 浏览/下载：21/6 \| 提交时间：2025/04/25 Choquet integral Control theory Fokker Planck equation Galerkin methods Global optimization Mathematical operators Nonlinear equations Optimal control systems Partial differential equations Sobolev spaces Stochastic control systems Stochastic programming Stochastic systems Condition Controlled diffusion Convex duality Ergodics Fokker-planck- kolmogorov equations Global optimality Hamilton Jacobi Bellman equation Stochastic control Stochastic optimal control Stochastic optimal control problem
	KURDYKA-LOJASIEWICZ EXPONENT VIA HADAMARD PARAMETRIZATION 期刊论文 SIAM JOURNAL ON OPTIMIZATION, 2025, 卷号: 35, 期号: 1, 页码: 62-91 作者: Ouyang, Wenqing; Liu, Yuncheng; Pong, Ting Kei; Wang, Hao Adobe PDF(693Kb) \| 收藏 \| 浏览/下载：71/6 \| 提交时间：2025/02/12 Convergence of numerical methods Equivalence classes Gradient methods Hadamard transforms Optimization Hadamard Kurdyka–&lstrok ojasiewicz exponent Overparametrization Parametrizations Property Second orders Second-order stationarity Stationarity Stationary points Strict saddle property
	Rate Splitting Multiple Access: Optimal Beamforming Structure and Efficient Optimization Algorithms 期刊论文 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 卷号: 23, 期号: 10, 页码: 15642-15657 作者: Fang, Tianyu; Mao, Yijie Adobe PDF(612Kb) \| 收藏 \| 浏览/下载：291/1 \| 提交时间：2024/08/23 Antennas Approximation algorithms Array processing Iterative methods Mathematical programming Mean square error Signal interference Structural optimization Array signal processing Beamforming optimization Interference Multiple access Optimal beamforming Optimal beamforming structure Optimisations Rate splitting Rate-splitting multiple access Resource management Signal processing algorithms Stream Weighted sum-rate maximizations
	Low-loss and low-cross talk polarization-insensitive multimode silicon waveguide crossing 期刊论文 OPTICS LETTERS, 2024, 卷号: 49, 期号: 17, 页码: 4930-4933 作者: Chen, Yun; Wang, Pengjun; Fu, Qiang; Sun, Yuhan; Zou, Yi Adobe PDF(4409Kb) \| 收藏 \| 浏览/下载：292/2 \| 提交时间：2024/09/23 Crosstalk Insertion losses Optical waveguides Cross talks Finite difference time domains Low-loss Multimodes Particle swarm optimization algorithm Polarization-insensitive Silicon waveguide Time-domain methods Waveguide crossings Wide bandwidth
	An intelligent process parameters optimization approach for directed energy deposition of nickel-based alloys using deep reinforcement learning 期刊论文 JOURNAL OF MANUFACTURING PROCESSES, 2024, 卷号: 120, 页码: 1130-1140 作者: Shuai,Shi; Xuewen,Liu; Zhongan,Wang; Hai,Chang; Yingna,Wu Adobe PDF(3961Kb) \| 收藏 \| 浏览/下载：432/3 \| 提交时间：2024/05/16 Cost effectiveness Deep learning Deposition Heuristic methods Nickel alloys Optimization Vickers hardness Deep reinforcement learning Directed energy Directed energy deposition Energy depositions Policy optimization Process parameters Proximal policy optimization Reinforcement learnings Temperature simulator Vickers hardness measurements
	Stochastic Constrained Contextual Bandits via Lyapunov Optimization Based Estimation to Decision Framework 会议论文 PROCEEDINGS OF MACHINE LEARNING RESEARCH, Edmonton, AB, Canada, June 30, 2024 - July 3, 2024 作者: Guo, Hengquan; Liu, Xin Adobe PDF(1646Kb) \| 收藏 \| 浏览/下载：304/3 \| 提交时间：2024/10/11 Constrained optimization Cost functions Lyapunov functions Lyapunov methods Regression analysis Constraint violation Contextual banditti Decision framework Function class General functions Off-line problems Optimisations Realizability conditions Slater condition Stochastics
	Distributed Sparse Covariance Matrix Estimation 会议论文 2024 IEEE 13RD SENSOR ARRAY AND MULTICHANNEL SIGNAL PROCESSING WORKSHOP (SAM), Corvallis, OR, USA, 8-11 July 2024 作者: Adobe PDF(425Kb) \| 收藏 \| 浏览/下载：296/1 \| 提交时间：2024/09/18 Constrained optimization Convex optimization Covariance matrix Data privacy Iterative methods Maximum likelihood estimation Optimization algorithms Centralised Communication privacy Covariance matrices Covariance matrix estimation Decentralized optimization Iterative shrinkagethresholding algorithms Ma ximum likelihoods Maximum-likelihood Nonconvex optimization Sparsity
	Enhancing Indoor Positioning with Acoustic Signal-Aided Visual-Inertial SLAM 会议论文 2024 5TH INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING AND APPLICATION (ICCEA), Hangzhou, China, 12-14 April 2024 作者: Ziming Zhao; Wei He; Fengrong Li; Li Ji; Xin Fang Adobe PDF(2199Kb) \| 收藏 \| 浏览/下载：221/0 \| 提交时间：2024/08/15 Acoustic waves Underwater acoustics Acoustic signals Component Cumulative errors Factor graphs Graph optimization Indoor positioning Long-term trajectories Positioning methods Sensor fusion SLAM
	Knowing The Spec to Explore The Design via Transformed Bayesian Optimization 会议论文 PROCEEDINGS - DESIGN AUTOMATION CONFERENCE, San Francisco, CA, United states, June 23, 2024 - June 27, 2024 作者: Donger, Luo; Qi, Sun; Xinheng, Li; Chen, Bai; Bei, Yu Adobe PDF(1430Kb) \| 收藏 \| 浏览/下载：157/6 \| 提交时间：2024/12/27 Gaussian distribution Integrated circuit design Optimal systems Pareto principle Printed circuit design Problem oriented languages Space applications System-on-chip Architecture designs Bayesian optimization Chip design Chip-scale Design space exploration Design specification Exploration methods Language model Pareto front SoC architecture
	RankTuner: When Design Tool Parameter Tuning Meets Preference Bayesian Optimization 会议论文 IEEE/ACM INTERNATIONAL CONFERENCE ON COMPUTER-AIDED DESIGN, DIGEST OF TECHNICAL PAPERS, ICCAD, Newark Liberty International Airport, 1 Hotel Rd, New York, NY, United states, October 27, 2024 - October 31, 2024 作者: Xu, Peng; Zheng, Su; Ye, Yuyang; Bai, Chen; Xu, Siyuan Adobe PDF(1846Kb) \| 收藏 \| 浏览/下载：10/1 \| 提交时间：2025/05/30 Computer aided logic design Bayesian optimization Design tool Electronic design automation tools Feature interactions Machine learning methods Parameters tuning Search spaces Statistical learning methods Tool parameter Verylarge-scale integrations (VLSI)

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