STRUCTURED DATA ANALYSIS: MODELS, ALGORITHMS AND THEORIES

STRUCTURED DATA ANALYSIS: MODELS, ALGORITHMS AND THEORIES

Ph.D

محفوظ في:

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	ZHOU PAN
مؤلفون آخرون:	ELECTRICAL & COMPUTER ENGINEERING
التنسيق:	Theses and Dissertations
اللغة:	English
منشور في:	2020
الموضوعات:	structured data analysis, low-rank tensor analysis, constrained optimization, Riemannian optimization, deep learning theory, generalization theory
الوصول للمادة أونلاين:	https://scholarbank.nus.edu.sg/handle/10635/167559
الوسوم:	إضافة وسم لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!
المؤسسة:	National University of Singapore
اللغة:	English

مواد مشابهة

Tensor low-rank representation for data recovery and clustering
بواسطة: ZHOU, Pan, وآخرون
منشور في: (2021)

Win: Weight-decay-integrated nesterov acceleration for adaptive gradient algorithms
بواسطة: ZHOU, Pan, وآخرون
منشور في: (2023)

Approximate simulation budget allocation for selecting the best design in the presence of stochastic constraints
بواسطة: Lee, L.H., وآخرون
منشور في: (2014)

Faster first-order methods for stochastic non-convex optimization on Riemannian manifolds
بواسطة: ZHOU, Pan, وآخرون
منشور في: (2019)

STRUCTURED SPARSITY DRIVEN LEARNING: THEORY AND ALGORITHMS
بواسطة: LU CANYI
منشور في: (2017)

Adan: Adaptive Nesterov Momentum Algorithm for faster optimizing deep models
بواسطة: XIE, Xingyu, وآخرون
منشور في: (2024)

SAFETY AND RELIABILITY IN BAYESIAN OPTIMIZATION: ALGORITHMS AND REGRET GUARANTEES
بواسطة: ARPAN LOSALKA
منشور في: (2025)

Beyond smoothness : Incorporating low-rank analysis into nonparametric density estimation
بواسطة: VANDERMEULEN, Rob, وآخرون
منشور في: (2021)

Structural design optimization using isogeometric analysis: A comprehensive review
بواسطة: Wang, Y., وآخرون
منشور في: (2022)

Win: Weight-decay-integrated Nesterov acceleration for faster network training
بواسطة: ZHOU, Pan, وآخرون
منشور في: (2024)

CONSTRAINED OPTIMIZATION ALGORITHMS TOWARDS INTEGRATED DESIGN OF MECHATRONIC SYSTEMS
بواسطة: MA JUN
منشور في: (2018)

Society and civilization: An optimization algorithm based on the simulation of social behavior
بواسطة: Ray, T., وآخرون
منشور في: (2014)

Generalized linear models incorporating population level information: An empirical-likelihood-based approach
بواسطة: Chaudhuri, S., وآخرون
منشور في: (2014)

REAL-TIME TWEET SENTIMENT ANALYSIS BASED ON DEEP LEARNING
بواسطة: FENG PIAOPIAO
منشور في: (2019)

Optimal computing budget allocation for constrained optimization
بواسطة: NUGROHO ARTADI PUJOWIDIANTO
منشور في: (2013)

A differential dynamic programming framework for inverse reinforcement learning
بواسطة: Cao, Kun, وآخرون
منشور في: (2025)

ConstrainedMotif: A periodicity constraint based algorithm to predict cell-cycle associated promoter motifs using time-course gene expression data
بواسطة: Liu, Y., وآخرون
منشور في: (2013)

Deep reinforcement learning for dynamic algorithm selection: A proof-of-principle study on differential evolution
بواسطة: GUO, Hongshu, وآخرون
منشور في: (2024)

Robust learning with low-dimensional structure: theory,algorithms and applications
بواسطة: WANG YUXIANG
منشور في: (2014)

Bayesian optimization: Theory and practice with Python
بواسطة: LIU, Peng
منشور في: (2023)

Constrained Inefficiency and Optimal Taxation with Uninsurable Risks
بواسطة: GOTTARDI, Piero, وآخرون
منشور في: (2016)

Handling missing data in medical questionnaires using tensor decompositions
بواسطة: Dauwels, J., وآخرون
منشور في: (2014)

On decision support for deliberating with constraints in constrained optimization models
بواسطة: KIMBROUGH, Steven O., وآخرون
منشور في: (2010)

Low-rank adaptation of deep learning-based receiver for cross-domain channel estimation
بواسطة: Wang, Yilong
منشور في: (2025)

Financial portfolio optimization: an autoregressive deep reinforcement learning algorithm with learned intrinsic rewards
بواسطة: Lim, Magdalene Hui Qi
منشور في: (2024)

Shooting-optimization technique for large deflection analysis of structural members
بواسطة: Wang, C.M., وآخرون
منشور في: (2014)

DATA-DRIVEN COMPUTING FOR THE STABILITY ANALYSIS AND PREDICTION OF FLUID-STRUCTURE INTERACTION
بواسطة: SANDEEP REDDY BUKKA
منشور في: (2020)

Towards a polynomial algorithm for optimal contraction sequence of tensor networks from trees
بواسطة: Xu, Jianyu, وآخرون
منشور في: (2020)

Two-gradient direction FXLMS : an adaptive active noise control algorithm with output constraint
بواسطة: Shi, Dong Yuan, وآخرون
منشور في: (2019)

Multi-label segmentation of white matter structures: Application to neonatal brains
بواسطة: Ratnarajah N., وآخرون
منشور في: (2021)

Transforming cooling optimization for green data center via deep reinforcement learning
بواسطة: Li, Yuanlong, وآخرون
منشور في: (2021)

Removing node overlapping in graph layout using constrained optimization
بواسطة: Marriott, K., وآخرون
منشور في: (2013)

Planning multiple levels constant stress accelerated life tests
بواسطة: Tang, L.-C., وآخرون
منشور في: (2014)

Efficient gradient support pursuit with less hard thresholding for cardinality-constrained learning
بواسطة: SHANG, Fanhua, وآخرون
منشور في: (2021)

NPE-DRL: enhancing perception constrained obstacle avoidance with non-expert policy guided reinforcement learning
بواسطة: Zhang, Yuhang, وآخرون
منشور في: (2024)

Dynamic model updating for bridge structures using the kriging model and PSO algorithm ensemble with higher vibration modes
بواسطة: Qin, S, وآخرون
منشور في: (2020)

DIRECT: a differential dynamic programming based framework for trajectory generation
بواسطة: Cao, Kun, وآخرون
منشور في: (2022)

Geodesic regression on orientation distribution functions with its application to an aging study
بواسطة: Du, J., وآخرون
منشور في: (2014)

MODEL IDENTIFICATION IN THE BIOCHEMICAL SYSTEMS THEORY
بواسطة: SRIDHARAN SRINATH
منشور في: (2012)

Implicit trajectory modelling using temporally varying weight regression for automatic speech recognition
بواسطة: Liu, S., وآخرون
منشور في: (2013)