Giulia Ferrandi

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All published works

Action	Title	Year	Authors
+	A subspace method for large-scale trace ratio problems	2024	Giulia Ferrandi Michiel E. Hochstenbach M. Rosário Oliveira
+	Limited memory gradient methods for unconstrained optimization	2024	Giulia Ferrandi Michiel E. Hochstenbach
+ PDF Chat	A subspace method for large-scale trace ratio problems	2024	Giulia Ferrandi Michiel E. Hochstenbach Maxwell da Rosa Oliveira
+ PDF Chat	Limited memory gradient methods for unconstrained optimization	2023	Giulia Ferrandi Michiel E. Hochstenbach
+	A homogeneous Rayleigh quotient with applications in gradient methods	2023	Giulia Ferrandi Michiel E. Hochstenbach
+ PDF Chat	A harmonic framework for stepsize selection in gradient methods	2023	Giulia Ferrandi Michiel E. Hochstenbach Nataša Krejić
+	Limited memory gradient methods for unconstrained optimization	2023	Giulia Ferrandi Michiel E. Hochstenbach
+	A harmonic framework for stepsize selection in gradient methods	2022	Giulia Ferrandi Michiel E. Hochstenbach Nataša Krejić
+	A homogeneous Rayleigh quotient with applications in gradient methods	2022	Giulia Ferrandi Michiel E. Hochstenbach
+	On the trace ratio method and Fisher's discriminant analysis for robust multigroup classification	2022	Giulia Ferrandi Igor V. Kravchenko Michiel E. Hochstenbach M. Rosário Oliveira
+ PDF Chat	A weighted $$\chi ^2$$ test to detect the presence of a major change point in non-stationary Markov chains	2020	Alessandra Micheletti Giacomo Aletti Giulia Ferrandi Danilo Bertoni Daniele Cavicchioli Roberto Pretolani

Common Coauthors

Coauthor	Papers Together
Michiel E. Hochstenbach	10
Nataša Krejić	2
M. Rosário Oliveira	2
Danilo Bertoni	1
Alessandra Micheletti	1
Igor V. Kravchenko	1
Roberto Pretolani	1
Maxwell da Rosa Oliveira	1
Daniele Cavicchioli	1
Giacomo Aletti	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	The Symmetric Eigenvalue Problem	1998	Beresford Ν. Parlett	4
+	Two-Point Step Size Gradient Methods	1988	Jonathan Barzilai Jonathan M. Borwein	4
+	The Barzilai and Borwein Gradient Method for the Large Scale Unconstrained Minimization Problem	1997	Marcos Raydan	4
+	A note on harmonic Ritz values and their reciprocals	2009	Christof Vömel	3
+ PDF Chat	A harmonic framework for stepsize selection in gradient methods	2023	Giulia Ferrandi Michiel E. Hochstenbach Nataša Krejić	3
+	A Nonmonotone Line Search Technique for Newton’s Method	1986	Luigi Grippo F. Lampariello Stefano Lucidi	3
+ PDF Chat	Benchmarking optimization software with performance profiles	2002	Elizabeth D. Dolan Jorge J. Morè	3
+ PDF Chat	On the steplength selection in gradient methods for unconstrained optimization	2017	Daniela di Serafino Valeria Ruggiero Gerardo Toraldo Luca Zanni	3
+	On the use of harmonic Ritz pairs in approximating internal eigenpairs	2002	Gérard L. G. Sleijpen Jasper van den Eshof	3
+ PDF Chat	A scaled gradient projection method for constrained image deblurring	2008	Silvia Bonettini Riccardo Zanella Luca Zanni	2
+	R-linear convergence of the Barzilai and Borwein gradient method	2002	Y. H. Dai	2
+	Alternate step gradient method*	2003	Yu‐Hong Dai	2
+ PDF Chat	A Limited Memory Algorithm for Bound Constrained Optimization	1995	Richard H. Byrd Peihuang Lu Jorge Nocedal Ciyou Zhu	2
+	Quasi-Newton Methods Using Multiple Secant Equations.	1983	Robert B. Schnabel	2
+ PDF Chat	A New Steplength Selection for Scaled Gradient Methods with Application to Image Deblurring	2015	Federica Porta Marco Prato Luca Zanni	2
+	Upper and lower bounds on the solution of the algebraic Riccati equation	1979	Kazunori Yasuda Kazumasa HIRAI	2
+ PDF Chat	On the Barzilai and Borwein choice of steplength for the gradient method	1993	Marcos Raydan	2
+ PDF Chat	On the limited memory BFGS method for large scale optimization	1989	Cheng‐Di Dong Jorge Nocedal	2
+ PDF Chat	Testing Unconstrained Optimization Software	1981	Jorge J. Morè B. S. Garbow K. E. Hillstrom	2
+	CUTEst: a Constrained and Unconstrained Testing Environment with safe threads for mathematical optimization	2014	Nicholas I. M. Gould Dominique Orban Philippe L. Toint	2
+	A limited memory steepest descent method	2011	R. Fletcher	2
+ PDF Chat	Efficient Algorithms for Computing a Strong Rank-Revealing QR Factorization	1996	Ming Gu Stanley C. Eisenstat	2
+ PDF Chat	Handling nonpositive curvature in a limited memory steepest descent method	2015	Frank E. Curtis Wei Guo	2
+ PDF Chat	New adaptive stepsize selections in gradient methods	2008	Giacomo Frassoldati Luca Zanni Gaetano Zanghirati	2
+ PDF Chat	Computational Methods for Linear Matrix Equations	2016	Valeria Simoncini	2
+ PDF Chat	$R$ -linear convergence of limited memory steepest descent	2017	Frank E. Curtis Wei Guo	2
+ PDF Chat	Shifted Cholesky QR for Computing the QR Factorization of Ill-Conditioned Matrices	2020	Takeshi Fukaya Ramaseshan Kannan Yuji Nakatsukasa Yusaku Yamamoto Yuka Yanagisawa	2
+ PDF Chat	Ritz-like values in steplength selections for stochastic gradient methods	2020	Giorgia Franchini Valeria Ruggiero Luca Zanni	2
+	Delayed Gradient Methods for Symmetric and Positive Definite Linear Systems	2022	Qinmeng Zou Frédéric Magoulès	2
+ PDF Chat	PyCUTEst: an open source Python package of optimization test problems	2022	Jaroslav Fowkes Lindon Roberts Árpád Bűrmen	2
+	Robust and sparse multigroup classification by the optimal scoring approach	2020	Irene Ortner Peter Filzmoser Christophe Croux	1
+	Probability Theory and Mathematical Statistics.	1964	I. Richard Savage M. Fisz R. Bartoszynski	1
+ PDF Chat	Variable Metric Proximal Gradient Method with Diagonal Barzilai-Borwein Stepsize	2020	Youngsuk Park Sauptik Dhar Stephen Boyd Mohak Shah	1
+ PDF Chat	A generalization of Saad's theorem on Rayleigh–Ritz approximations	2001	G. W. Stewart	1
+ PDF Chat	Detection of trend changes in time series using Bayesian inference	2011	N. Schütz M. Holschneider	1
+ PDF Chat	An analysis of the Rayleigh--Ritz method for approximating eigenspaces	2000	Zhongxiao Jia G. W. Stewart	1
+	A Krylov--Schur Algorithm for Large Eigenproblems	2002	G. W. Stewart	1
+ PDF Chat	Thick-Restart Lanczos Method for Large Symmetric Eigenvalue Problems	2000	Kesheng Wu Horst D. Simon	1
+	Condition operators, condition numbers, and condition number theorem for the generalized eigenvalue problem	1997	Jean‐Pierre Dedieu	1
+	Preconditioned Barzilai-Borwein method for the numerical solution of partial differential equations	1996	Brígida Molina Marcos Raydan	1
+	On the Nonmonotone Line Search	2002	Y. H. Dai	1
+	Generalized descent for global optimization	1981	Andreas Griewank	1
+	An objective Bayesian analysis of the change point problem	2005	Elı́as Moreno George Casella Antonio García‐Ferrer	1
+	Probability Theory and Mathematical Statistics	1996		1
+ PDF Chat	Block Krylov–Schur method for large symmetric eigenvalue problems	2008	Yunkai Zhou Yousef Saad	1
+	Principal Angles between Subspaces in an <i>A</i>-Based Scalar Product: Algorithms and Perturbation Estimates	2002	Andrew Knyazev Merico E. Argentati	1
+ PDF Chat	The cyclic Barzilai-–Borwein method for unconstrained optimization	2006	Yu‐Hong Dai William W. Hager Klaus Schittkowski Hongchao Zhang	1
+	Generalizations of Davidson’s Method for Computing Eigenvalues of Sparse Symmetric Matrices	1986	Ronald B. Morgan David Scott	1
+	Perturbation theory for homogeneous polynomial eigenvalue problems	2002	Jean-Pierre Dedieu Françoise Tisseur	1
+	Approximate solutions and eigenvalue bounds from Krylov subspaces	1995	Chris Paige Beresford Ν. Parlett H.A. van der Vorst	1