Search results for "Hessian"

Hits ?▲	Authors	Title	Venue	Year	Link
15	Zhikai Li, Liping Ma, Xianlei Long, Yunze Chen, Haitao Deng, Fengxia Yan, Qingyi Gu	Hardware-Oriented Algorithm for High-Speed Laser Centerline Extraction Based on Hessian Matrix.	IEEE Trans. Instrum. Meas.	2021	DBLP DOI BibTeX RDF
15	Laurian Ioan Piscoran, Akram Ali, Barbu Catalin, Ali H. Alkhaldi	The χ-Hessian Quotient for Riemannian Metrics.	Axioms	2021	DBLP DOI BibTeX RDF
15	Sheng Fang, Yong-Jin Liu, Xianzhu Xiong	Efficient Sparse Hessian-Based Semismooth Newton Algorithms for Dantzig Selector.	SIAM J. Sci. Comput.	2021	DBLP DOI BibTeX RDF
15	Mario Zanon	A Gauss-Newton-Like Hessian Approximation for Economic NMPC.	IEEE Trans. Autom. Control.	2021	DBLP DOI BibTeX RDF
15	Yating Wang, Wei Deng 0002, Guang Lin	An adaptive Hessian approximated stochastic gradient MCMC method.	J. Comput. Phys.	2021	DBLP DOI BibTeX RDF
15	Youngjun Lee, Dongwook Lee 0004	A single-step third-order temporal discretization with Jacobian-free and Hessian-free formulations for finite difference methods.	J. Comput. Phys.	2021	DBLP DOI BibTeX RDF
15	Lin Wei, Long Jin 0001, Chenguang Yang, Ke Chen 0004, Weibing Li	New Noise-Tolerant Neural Algorithms for Future Dynamic Nonlinear Optimization With Estimation on Hessian Matrix Inversion.	IEEE Trans. Syst. Man Cybern. Syst.	2021	DBLP DOI BibTeX RDF
15	Jyotismita Chaki, Nilanjan Dey	Palmprint Recognition Using Hessian Matrix and Two-Component Partition Method.	Int. J. Digit. Crime Forensics	2021	DBLP DOI BibTeX RDF
15	Chao Chen 0008, Severin Reiz, Chenhan D. Yu, Hans-Joachim Bungartz, George Biros	Fast Approximation of the Gauss-Newton Hessian Matrix for the Multilayer Perceptron.	SIAM J. Matrix Anal. Appl.	2021	DBLP DOI BibTeX RDF
15	M. Manojprabu, V. R. Sarma Dhulipala	Power Aware Hessian Multi-set Canonical Correlations Based Algorithm for Wireless Eeg Sensor Networks.	Wirel. Pers. Commun.	2021	DBLP DOI BibTeX RDF
15	Abdessamad Amir, Korichi Mokhtar El Amine	A deeper Newton descent direction with generalised Hessian matrix for SVMs: an application to face detection.	Int. J. Math. Model. Numer. Optimisation	2021	DBLP DOI BibTeX RDF
15	Uwe Naumann, Shubhaditya Burela	A Dynamic Programming Heuristic for Dense Hessian Chain Bracketing.	CoRR	2021	DBLP BibTeX RDF
15	Huanrui Yang, Xiaoxuan Yang, Neil Zhenqiang Gong, Yiran Chen 0001	HERO: Hessian-Enhanced Robust Optimization for Unifying and Improving Generalization and Quantization Performance.	CoRR	2021	DBLP BibTeX RDF
15	Adnan Haider, Chao Zhang 0031, Florian L. Kreyssig, Philip C. Woodland	A Distributed Optimisation Framework Combining Natural Gradient with Hessian-Free for Discriminative Sequence Training.	CoRR	2021	DBLP BibTeX RDF
15	Jeremias Arf, Bernd Simeon	Structure-preserving Discretization of the Hessian Complex based on Spline Spaces.	CoRR	2021	DBLP BibTeX RDF
15	Hin Wai Lui, Emre Neftci	Hessian Aware Quantization of Spiking Neural Networks.	CoRR	2021	DBLP BibTeX RDF
15	Gabriel Jarry-Bolduc	Approximating the diagonal of a Hessian: which sample set of points should be used.	CoRR	2021	DBLP BibTeX RDF
15	Li Wang, Ming Yan	Hessian informed mirror descent.	CoRR	2021	DBLP BibTeX RDF
15	Yufeng Zhu	Eigen Space of Mesh Distortion Energy Hessian.	CoRR	2021	DBLP BibTeX RDF
15	Sidak Pal Singh, Gregor Bachmann, Thomas Hofmann	Analytic Insights into Structure and Rank of Neural Network Hessian Maps.	CoRR	2021	DBLP BibTeX RDF
15	Johan Larsson 0002, Jonas Wallin	The Hessian Screening Rule.	CoRR	2021	DBLP BibTeX RDF
15	Ricardo Baptista, Youssef M. Marzouk, Rebecca E. Morrison, Olivier Zahm	Learning non-Gaussian graphical models via Hessian scores and triangular transport.	CoRR	2021	DBLP BibTeX RDF
15	F. M. Watson, Michael G. Crabb, William R. B. Lionheart	A polarization tensor approximation for the Hessian in iterative solvers for non-linear inverse problems.	CoRR	2021	DBLP BibTeX RDF
15	Junyi Li, Bin Gu 0001, Heng Huang	A Fully Single Loop Algorithm for Bilevel Optimization without Hessian Inverse.	CoRR	2021	DBLP BibTeX RDF
15	Neil K. Chada, Ajay Jasra, Fangyuan Yu	Unbiased Estimation of the Hessian for Partially Observed Diffusions.	CoRR	2021	DBLP BibTeX RDF
15	Wuchen Li	Transport information Hessian distances.	CoRR	2021	DBLP BibTeX RDF
15	Hari Om Aggrawal, Jan Modersitzki	Hessian Initialization Strategies for L-BFGS Solving Non-linear Inverse Problems.	CoRR	2021	DBLP BibTeX RDF
15	Zhenyu Liao 0001, Michael W. Mahoney	Hessian Eigenspectra of More Realistic Nonlinear Models.	CoRR	2021	DBLP BibTeX RDF
15	Akshay Srinivasan, Emanuel Todorov	Computing the Newton-step faster than Hessian accumulation.	CoRR	2021	DBLP BibTeX RDF
15	Liren Lin, Chih-Wei Chen	A new locally linear embedding scheme in light of Hessian eigenmap.	CoRR	2021	DBLP BibTeX RDF
15	Rui Pan, Haishan Ye, Tong Zhang 0001	Eigencurve: Optimal Learning Rate Schedule for SGD on Quadratic Objectives with Skewed Hessian Spectrums.	CoRR	2021	DBLP BibTeX RDF
15	Pinaki Sen, Amandeep Singh Bhatia	Variational Quantum Classifiers Through the Lens of the Hessian.	CoRR	2021	DBLP BibTeX RDF
15	Han Wang 0016, James Anderson 0001	Learning Linear Models Using Distributed Iterative Hessian Sketching.	CoRR	2021	DBLP BibTeX RDF
15	Shixing Yu, Zhewei Yao, Amir Gholami, Zhen Dong, Michael W. Mahoney, Kurt Keutzer	Hessian-Aware Pruning and Optimal Neural Implant.	CoRR	2021	DBLP BibTeX RDF
15	Shayan Aziznejad, Joaquim Campos, Michael Unser	Measuring Complexity of Learning Schemes Using Hessian-Schatten Total-Variation.	CoRR	2021	DBLP BibTeX RDF
15	Lam Huynh, Matteo Pedone, Phong Nguyen 0001, Jiri Matas, Esa Rahtu, Janne Heikkilä	Monocular Depth Estimation Primed by Salient Point Detection and Normalized Hessian Loss.	CoRR	2021	DBLP BibTeX RDF
15	Jonathan Lacotte, Yifei Wang, Mert Pilanci	Adaptive Newton Sketch: Linear-time Optimization with Quadratic Convergence and Effective Hessian Dimensionality.	CoRR	2021	DBLP BibTeX RDF
15	Qi Chen 0013, Yuchun Huang, Hui Sun, Weihong Huang	Pavement crack detection using hessian structure propagation.	Adv. Eng. Informatics	2021	DBLP DOI BibTeX RDF
15	Linying Yang, Shiju Yan, Yuanzhi Xie	Detection of microaneurysms and hemorrhages based on improved Hessian matrix.	Int. J. Comput. Assist. Radiol. Surg.	2021	DBLP DOI BibTeX RDF
15	Xinqiu Zhang, Lishan Liu	Boundary blow-up solutions to the k-Hessian equation with singular weights.	Appl. Math. Lett.	2021	DBLP DOI BibTeX RDF
15	Xinguang Zhang, Jiqiang Jiang, Yonghong Wu, Benchawan Wiwatanapataphee	Iterative properties of solution for a general singular n-Hessian equation with decreasing nonlinearity.	Appl. Math. Lett.	2021	DBLP DOI BibTeX RDF
15	Ian D. Coope, Rachael Tappenden	Gradient and diagonal Hessian approximations using quadratic interpolation models and aligned regular bases.	Numer. Algorithms	2021	DBLP DOI BibTeX RDF
15	Radu Ioan Bot, Ernö Robert Csetnek, Szilárd Csaba László	Tikhonov regularization of a second order dynamical system with Hessian driven damping.	Math. Program.	2021	DBLP DOI BibTeX RDF
15	Lanyu Lin, Yong-Jin Liu	An Efficient Hessian Based Algorithm for Singly Linearly and Box Constrained Least Squares Regression.	J. Sci. Comput.	2021	DBLP DOI BibTeX RDF
15	Sarit Khirirat, Sindri Magnússon, Mikael Johansson 0001	Compressed Gradient Methods With Hessian-Aided Error Compensation.	IEEE Trans. Signal Process.	2021	DBLP DOI BibTeX RDF
15	Simon K. Niederländer	Second-Order Dynamics with Hessian-Driven Damping for Linearly Constrained Convex Minimization.	SIAM J. Control. Optim.	2021	DBLP DOI BibTeX RDF
15	Weixing Wang, Fredrik Bergholm, Keli Hu, L. Zhao, S. Feng, Angyan Tu, E. Fan	Lane Line Extraction in Raining Weather Images by Ridge Edge Detection with Improved MSR and Hessian Matrix.	Inf. Technol. Control.	2021	DBLP DOI BibTeX RDF
15	Adnan Haider, Chao Zhang 0031, Florian L. Kreyssig, Philip C. Woodland	A distributed optimisation framework combining natural gradient with Hessian-free for discriminative sequence training.	Neural Networks	2021	DBLP DOI BibTeX RDF
15	Jérôme Droniou, Neela Nataraj, Devika Shylaja	Hessian discretisation method for fourth-order semi-linear elliptic equations: applications to the von Kármán and Navier-Stokes models.	Adv. Comput. Math.	2021	DBLP DOI BibTeX RDF
15	Fouazou Lontouo Perez Broon, Thinh Dang, Emmanuel Fouotsa, Dustin Moody	Isogenies on twisted Hessian curves.	J. Math. Cryptol.	2021	DBLP DOI BibTeX RDF
15	Faroq Al-Tam, António dos Anjos, Hamid Reza Shahbazkia	Hessian-polar context: a descriptor for microfilaria recognition.	Mach. Vis. Appl.	2021	DBLP DOI BibTeX RDF
15	Muneyuki Sato, Ze Jin, Kenji Suzuki 0001	Semantic Segmentation of Liver Tumor in Contrast-enhanced Hepatic CT by Using Deep Learning with Hessian-based Enhancer with Small Training Dataset Size.	ISBI	2021	DBLP DOI BibTeX RDF
15	Weiling Li, Xin Luo 0001, MengChu Zhou	A Generalized Nesterov-Accelerated Hessian-Vector-Based Latent Factor Analysis Model for QoS Prediction.	CLOUD	2021	DBLP DOI BibTeX RDF
15	Zerui Yang, Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong	Mixed-precision Quantization with Dynamical Hessian Matrix for Object Detection Network.	VCIP	2021	DBLP DOI BibTeX RDF
15	Aicha-Baya Goumeidane, Nafaa Nacereddine, Djemel Ziou	Linear Structures Identification in Images Using Scale Space Radon Transform and Multiscale Image Hessian.	MICAI (1)	2021	DBLP DOI BibTeX RDF
15	Abdelâli Grini, Abdelhakim Chillali, Hakima Mouanis	Cryptography Over the Twisted Hessian Curve H3a, d.	NISS (Springer)	2021	DBLP DOI BibTeX RDF
15	Lam Huynh, Matteo Pedone, Phong Nguyen 0001, Jiri Matas, Esa Rahtu, Janne Heikkilä	Monocular Depth Estimation Primed by Salient Point Detection and Normalized Hessian Loss.	3DV	2021	DBLP DOI BibTeX RDF
15	Yulai Cong, Miaoyun Zhao, Jianqiao Li, Junya Chen, Lawrence Carin	GO Hessian for Expectation-Based Objectives.	AAAI	2021	DBLP DOI BibTeX RDF
15	Adepu Ravi Sankar, Yash Khasbage, Rahul Vigneswaran, Vineeth N. Balasubramanian	A Deeper Look at the Hessian Eigenspectrum of Deep Neural Networks and its Applications to Regularization.	AAAI	2021	DBLP DOI BibTeX RDF
15	Xinping Wu, Hongmei Chen 0001, Tianrui Li 0001, Hao Chen, Chuan Luo 0001	Semi-supervised Multi-Label Feature Selection Using Hessian Energy based on Maximum Relevance and Minimum Redundancy.	ISKE	2021	DBLP DOI BibTeX RDF
15	Hin Wai Lui, Emre Neftci	Hessian Aware Quantization of Spiking Neural Networks.	ICONS	2021	DBLP DOI BibTeX RDF
15	Hari Om Aggrawal, Jan Modersitzki	Hessian Initialization Strategies for ℓ-BFGS Solving Non-linear Inverse Problems.	SSVM	2021	DBLP DOI BibTeX RDF
15	Wuchen Li	Transport Information Hessian Distances.	GSI	2021	DBLP DOI BibTeX RDF
15	Sidak Pal Singh, Gregor Bachmann, Thomas Hofmann	Analytic Insights into Structure and Rank of Neural Network Hessian Maps.	NeurIPS	2021	DBLP BibTeX RDF
15	Zhenyu Liao 0001, Michael W. Mahoney	Hessian Eigenspectra of More Realistic Nonlinear Models.	NeurIPS	2021	DBLP BibTeX RDF
15	Shintaro Nakatani, Hisashi Date	Improving the Accuracy of Sample-based Model Predictive Control via Sample-based Newton-like method with Approximated Hessian and Gradient by Quadratic Regression.	SICE	2021	DBLP BibTeX RDF
15	Ricard Durall, Avraam Chatzimichailidis, Peter Labus, Janis Keuper	Combating Mode Collapse in GAN Training: An Empirical Analysis using Hessian Eigenvalues.	VISIGRAPP (4: VISAPP)	2021	DBLP DOI BibTeX RDF
15	Jonathan Lacotte, Yifei Wang, Mert Pilanci	Adaptive Newton Sketch: Linear-time Optimization with Quadratic Convergence and Effective Hessian Dimensionality.	ICML	2021	DBLP BibTeX RDF
15	Jingyi Zhu	Hessian-Aided Random Perturbation (HARP) Using Noisy Zeroth-Order Queries.	MSML	2021	DBLP BibTeX RDF
15	Jingyi Zhu	Hessian Estimation via Stein's Identity in Black-Box Problems.	MSML	2021	DBLP BibTeX RDF
15	Shiqing Sun, James C. Spall	Connection of Diagonal Hessian Estimates to Natural Gradients in Stochastic Optimization.	CISS	2021	DBLP DOI BibTeX RDF
15	Sushen Zhang, Ruijuan Chen, Wenyu Du, Ye Yuan 0002, Vassilios S. Vassiliadis	A Hessian-Free Gradient Flow (HFGF) method for the optimisation of deep learning neural networks.	Comput. Chem. Eng.	2020	DBLP DOI BibTeX RDF
15	João Paulo da Silva, Julio César López-Hernández, Ricardo Dahab	Isogeny formulas for Jacobi intersection and twisted hessian curves.	Adv. Math. Commun.	2020	DBLP DOI BibTeX RDF
15	Khadizah Ghazali, Jumat Sulaiman, Yosza Dasril, Darmesah Gabda	Newton-2EGSOR Method for Unconstrained Optimization Problems with a Block Diagonal Hessian.	SN Comput. Sci.	2020	DBLP DOI BibTeX RDF
15	Oscar van der Heide, Alessandro Sbrizzi, Cornelis A. T. van den Berg	Accelerated MR-STAT Reconstructions Using Sparse Hessian Approximations.	IEEE Trans. Medical Imaging	2020	DBLP DOI BibTeX RDF
15	Cheng Yong Tang, Ethan X. Fang, Yuexiao Dong	High-Dimensional Interactions Detection with Sparse Principal Hessian Matrix.	J. Mach. Learn. Res.	2020	DBLP BibTeX RDF
15	Yaokun Wu, Siddharth Misra	Intelligent Image Segmentation for Organic-Rich Shales Using Random Forest, Wavelet Transform, and Hessian Matrix.	IEEE Geosci. Remote. Sens. Lett.	2020	DBLP DOI BibTeX RDF
15	Jennifer B. Erway, Joshua D. Griffin, Roummel F. Marcia, Riadh Omheni	Trust-region algorithms for training responses: machine learning methods using indefinite Hessian approximations.	Optim. Methods Softw.	2020	DBLP DOI BibTeX RDF
15	Samir Adly, Hédy Attouch	Finite Convergence of Proximal-Gradient Inertial Algorithms Combining Dry Friction with Hessian-Driven Damping.	SIAM J. Optim.	2020	DBLP DOI BibTeX RDF
15	Aijun Zhang, Hengtao Zhang, Guosheng Yin	Adaptive iterative Hessian sketch via A-optimal subsampling.	Stat. Comput.	2020	DBLP DOI BibTeX RDF
15	Yijie Yang, Qiuxiang Zhong, Yuping Duan, Tieyong Zeng	A weighted bounded Hessian variational model for image labeling and segmentation.	Signal Process.	2020	DBLP DOI BibTeX RDF
15	Shan Suthaharan, Ethan A. Rossi, Valerie Snyder, Jay Chhablani, Raphael Lejoyeux, José-Alain Sahel, Kunal K. Dansingani	Laplacian feature detection and feature alignment for multimodal ophthalmic image registration using phase correlation and Hessian affine feature space.	Signal Process.	2020	DBLP DOI BibTeX RDF
15	Sichao Fu, Weifeng Liu 0001, Dapeng Tao, Yicong Zhou, Liqiang Nie	HesGCN: Hessian graph convolutional networks for semi-supervised classification.	Inf. Sci.	2020	DBLP DOI BibTeX RDF
15	Musaed A. Alhussein, Khursheed Aurangzeb, Syed Irtaza Haider	An Unsupervised Retinal Vessel Segmentation Using Hessian and Intensity Based Approach.	IEEE Access	2020	DBLP DOI BibTeX RDF
15	Xuesong Zhang, Baoping Li, Jing Jiang	Hessian Free Convolutional Dictionary Learning for Hyperspectral Imagery With Application to Compressive Chromo-Tomography.	IEEE Access	2020	DBLP DOI BibTeX RDF
15	Yuanyuan Ma, Junmin Zhao, Yingjun Ma	MHSNMF: multi-view hessian regularization based symmetric nonnegative matrix factorization for microbiome data analysis.	BMC Bioinform.	2020	DBLP DOI BibTeX RDF
15	Ishan Bajaj, M. M. Faruque Hasan	Deterministic global derivative-free optimization of black-box problems with bounded Hessian.	Optim. Lett.	2020	DBLP DOI BibTeX RDF
15	Alberto Maria Metelli, Matteo Pirotta, Marcello Restelli	On the use of the policy gradient and Hessian in inverse reinforcement learning.	Intelligenza Artificiale	2020	DBLP DOI BibTeX RDF
15	Aref K. L. Kzam, Humberto B. Coda	Geometrically nonlinear Hessian eigenmode decomposition for local stability analysis of thin-walled structures.	Eng. Comput.	2020	DBLP DOI BibTeX RDF
15	Ofer M. Shir, Amir Yehudayoff	On the covariance-Hessian relation in evolution strategies.	Theor. Comput. Sci.	2020	DBLP DOI BibTeX RDF
15	Bin Xiao 0002, Ge Ou, Han Tang, Xiuli Bi, Weisheng Li 0001	Multi-Focus Image Fusion by Hessian Matrix Based Decomposition.	IEEE Trans. Multim.	2020	DBLP DOI BibTeX RDF
15	Mingchen Li, Yahya Sattar, Christos Thrampoulidis, Samet Oymak	Exploring Weight Importance and Hessian Bias in Model Pruning.	CoRR	2020	DBLP BibTeX RDF
15	Ricard Durall, Avraam Chatzimichailidis, Peter Labus, Janis Keuper	Combating Mode Collapse in GAN training: An Empirical Analysis using Hessian Eigenvalues.	CoRR	2020	DBLP BibTeX RDF
15	Yuteng Zhu, Graham D. Finlayson	Mathematical derivation for Vora-Value based filter design method: Gradient and Hessian.	CoRR	2020	DBLP BibTeX RDF
15	Xu Qian, Victor Li, Darren Crews	Channel-wise Hessian Aware trace-Weighted Quantization of Neural Networks.	CoRR	2020	DBLP BibTeX RDF
15	Lorenzo Dall'Amico, Romain Couillet, Nicolas Tremblay	Community detection in sparse time-evolving graphs with a dynamical Bethe-Hessian.	CoRR	2020	DBLP BibTeX RDF
15	Adepu Ravi Sankar, Yash Khasbage, Rahul Vigneswaran, Vineeth N. Balasubramanian	A Deeper Look at the Hessian Eigenspectrum of Deep Neural Networks and its Applications to Regularization.	CoRR	2020	DBLP BibTeX RDF
15	Shaosheng Zhou, Yingying Han, Baoyong Zhang	Stabilization of Itô Stochastic T-S Models via Line Integral and Novel Estimate for Hessian Matrices.	CoRR	2020	DBLP BibTeX RDF
15	Tobias Glasmachers, Oswin Krause	Convergence Analysis of the Hessian Estimation Evolution Strategy.	CoRR	2020	DBLP BibTeX RDF
15	Long Chen 0002, Xuehai Huang	Discrete Hessian complexes in three dimensions.	CoRR	2020	DBLP BibTeX RDF