Alper T. Erdoğan

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All published works

Action	Title	Year	Authors
+	A Bayesian Perspective for Determinant Minimization Based Robust Structured Matrix Factorizatio	2023	Gokcan Tatli Alper T. Erdoğan
+	Correlative Information Maximization: A Biologically Plausible Approach to Supervised Deep Neural Networks without Weight Symmetry	2023	Bariscan Bozkurt Cengiz Pehlevan Alper T. Erdoğan
+ PDF Chat	An Information Maximization Based Blind Source Separation Approach for Dependent and Independent Sources	2022	Alper T. Erdoğan
+ PDF Chat	On Identifiable Polytope Characterization for Polytopic Matrix Factorization	2022	Bariscan Bozkurt Alper T. Erdoğan
+	On Identifiable Polytope Characterization for Polytopic Matrix Factorization	2022	Bariscan Bozkurt Alper T. Erdoğan
+	An Information Maximization Based Blind Source Separation Approach for Dependent and Independent Sources	2022	Alper T. Erdoğan
+	Self-Supervised Learning with an Information Maximization Criterion	2022	Serdar Ozsoy Shadi Hamdan Sercan Ö. Arık Deniz Yüret Alper T. Erdoğan
+	Biologically-Plausible Determinant Maximization Neural Networks for Blind Separation of Correlated Sources	2022	Bariscan Bozkurt Cengiz Pehlevan Alper T. Erdoğan
+	Correlative Information Maximization Based Biologically Plausible Neural Networks for Correlated Source Separation	2022	Bariscan Bozkurt Ates Isfendiyaroglu Cengiz Pehlevan Alper T. Erdoğan
+ PDF Chat	Polytopic Matrix Factorization: Determinant Maximization Based Criterion and Identifiability	2021	Gokcan Tatli Alper T. Erdoğan
+ PDF Chat	Blind Bounded Source Separation Using Neural Networks with Local Learning Rules	2020	Alper T. Erdoğan Cengiz Pehlevan
+	Random Input Sampling for Complex Models Using Markov Chain Monte Carlo	2012	A. Gokcen Mahmutoglu Alper T. Erdoğan Alper Demіr
+	DSP Based PMD Emulators for Built-in Testing of Coherent Optical Receivers	2012	A. Gokcen Mahmutoglu Alper T. Erdoğan Alper Demir
+	Random Input Sampling for Complex Models Using Markov Chain Monte Carlo	2012	A. Gokcen Mahmutoglu Alper T. Erdoğan Alper Demіr
+ PDF Chat	FIR H∞ equalization	2001	Alper T. Erdoğan Babak Hassibi T. Kailath

Common Coauthors

Coauthor	Papers Together
Bariscan Bozkurt	5
Cengiz Pehlevan	4
A. Gokcen Mahmutoglu	3
Alper Demіr	2
Gokcan Tatli	1
Deniz Yüret	1
Babak Hassibi	1
Sercan Ö. Arık	1
Shadi Hamdan	1
Serdar Ozsoy	1
T. Kailath	1
Alper Demir	1
Gokcan Tatli	1
Ates Isfendiyaroglu	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Nonnegative Matrix Factorization for Signal and Data Analytics: Identifiability, Algorithms, and Applications	2019	Xiao Fu Kejun Huang Nicholas D. Sidiropoulos Wing‐Kin Ma	2
+ PDF Chat	Polyhedral representation conversion up to symmetries	2009	David Avis Mathieu Dutour Sikirić Annette Schürmann	2
+	Robust Volume Minimization-Based Matrix Factorization for Remote Sensing and Document Clustering	2016	Xiao Fu Kejun Huang Bo Yang Wing‐Kin Ma Nicholas D. Sidiropoulos	2
+ PDF Chat	Polytopic Matrix Factorization: Determinant Maximization Based Criterion and Identifiability	2021	Gokcan Tatli Alper T. Erdoğan	2
+	Monte Carlo sampling methods using Markov chains and their applications	1970	W. Keith Hastings	2
+	Convex Optimization	2004	Stephen Boyd Lieven Vandenberghe	2
+	Positive matrix factorization: A non‐negative factor model with optimal utilization of error estimates of data values	1994	Pentti Paatero Unto Tapper	2
+	Mixture Densities, Maximum Likelihood and the EM Algorithm	1984	Richard A. Redner Homer F. Walker	1
+ PDF Chat	Monte Carlo Statistical Methods	2000	Hoon Kim Christian P. Robert George Casella	1
+	Practical graph isomorphism, II	2013	Brendan D. McKay Adolfo Piperno	1
+ PDF Chat	Pair-copula constructions of multiple dependence	2007	Kjersti Aas Claudia Czado Arnoldo Frigessi Henrik Bakken	1
+	Vines--a new graphical model for dependent random variables	2002	Tim Bedford Roger Cooke	1
+	An Introduction to Convex Polytopes	1983	Arne Brøndsted	1
+ PDF Chat	A Hebbian/Anti-Hebbian network derived from online non-negative matrix factorization can cluster and discover sparse features	2014	Cengiz Pehlevan Dmitri B. Chklovskii	1
+	A First Course in Abstract Algebra.	1969	Kenneth P. Bogart George Grätzer John B. Fraleigh	1
+	Some geometric results in semidefinite programming	1995	Motakuri V. Ramana A. J. Goldman	1
+	Towards unique solutions of non-negative matrix factorization problems by a determinant criterion	2011	R. Schachtner Gerhard Pöppel Elmar W. Lang	1
+	When is a matrix a sum of idempotents?	1990	Robert E. Hartwig Mohan S. Putcha	1
+ PDF Chat	On the convergence of the Markov chain simulation method	1996	Krishna B. Athreya Hani Doss Jayaram Sethuraman	1
+	For most large underdetermined systems of equations, the minimal 𝓁<sub>1</sub>‐norm near‐solution approximates the sparsest near‐solution	2006	David L. Donoho	1
+ PDF Chat	A note on Metropolis-Hastings kernels for general state spaces	1998	Luke Tierney	1
+	An Introduction to Copulas	1999	Roger B. Nelsen	1
+	The t Copula and Related Copulas	2007	Stefano Demarta Alexander J. McNeil	1
+ PDF Chat	Markov Chains for Exploring Posterior Distributions	1994	Luke Tierney	1
+ PDF Chat	Anti-sparse coding for approximate nearest neighbor search	2012	Hervé Jeǵou Teddy Furon Jean–Jacques Fuchs	1
+ PDF Chat	Computing a Nonnegative Matrix Factorization---Provably	2016	Sanjeev Arora Rong Ge Ravi Kannan Ankur Moitra	1
+	Random Input Sampling for Complex Models Using Markov Chain Monte Carlo	2012	A. Gokcen Mahmutoglu Alper T. Erdoğan Alper Demіr	1
+ PDF Chat	Blind Nonnegative Source Separation Using Biological Neural Networks	2017	Cengiz Pehlevan Sreyas Mohan Dmitri B. Chklovskii	1
+	Maximum Volume Inscribed Ellipsoid: A New Simplex-Structured Matrix Factorization Framework via Facet Enumeration and Convex Optimization	2017	Chia-Hsiang Lin Ruiyuan Wu Wing‐Kin Ma Chong‐Yung Chi Yue Wang	1
+	On Identifiability of Nonnegative Matrix Factorization	2018	Xiao Fu Kejun Huang Nicholas D. Sidiropoulos	1
+	Fonctions de répartition à N dimensions et leurs marges	1959	Michael Sklar	1
+	Semidefinite Programming	1996	Lieven Vandenberghe Stephen Boyd	1
+ PDF Chat	Blind Audio Source Separation With Minimum-Volume Beta-Divergence NMF	2020	Valentin Leplat Nicolas Gillis Andersen Ang	1
+ PDF Chat	Maximum Volume Inscribed Ellipsoid: A New Simplex-Structured Matrix Factorization Framework via Facet Enumeration and Convex Optimization	2018	Chia-Hsiang Lin Ruiyuan Wu Wing‐Kin Ma Chong-Yung Chi Yue Wang	1
+ PDF Chat	Identifiability of the Simplex Volume Minimization Criterion for Blind Hyperspectral Unmixing: The No-Pure-Pixel Case	2015	Chia-Hsiang Lin Wing‐Kin Ma Wei-Chiang Li Chong-Yung Chi ArulMurugan Ambikapathi	1
+	Democratic Representations	2014	Christoph Studer Tom Goldstein Wotao Yin Richard G. Baraniuk	1
+ PDF Chat	SciPy 1.0: fundamental algorithms for scientific computing in Python	2020	Pauli Virtanen Ralf Gommers Travis E. Oliphant Matt Haberland Tyler Reddy David Cournapeau Evgeni Burovski Pearu Peterson Warren Weckesser J.D. Bright	1
+	Understanding Neural Networks with Logarithm Determinant Entropy Estimator	2021	Zhanghao Zhouyin Ding Liu	1
+ PDF Chat	An Introduction to Convex Polytopes.	1986	Carl W. Lee Arne Brøndsted	1
+	Nonnegative Matrix and Tensor Factorizations: Applications to Exploratory Multi-way Data Analysis and Blind Source Separation	2009	Andrzej Cichocki Rafał Zdunek Anh Huy Phan Шун-ичи Амари	1
+	Capturing Polytopal Symmetries by Coloring the Edge-Graph	2021	Martin Winter	1
+	Symmetries in Linear and Integer Programs	2009	Katrin Herr Burns Richard	1
+	Algebraic Riccati Equations	2006	Peter Lancaster Leiba Rodman	1
+	None	2002	Πέτρος Δελλαπόρτας Jonathan J. Forster Ioannis Ntzoufras	1
+	The discrete algebraic Riccati equation and linear matrix inequality	2002	Anton A. Stoorvogel Ali Saberi	1
+ PDF Chat	Ellipsoids of maximal volume in convex bodies	1992	Keith Ball	1
+	Complementarity and nondegeneracy in semidefinite programming	1997	Farid Alizadeh Jean-Pierre A. Haeberly Michael L. Overton	1