Seminários

Codata

• Nonstandard Set Thoeries and Information Management. Varol Akman, Mujdat Pakkan
• The Liar - An Essay on Truth and Circularity. Jon Barwise and John Etchemendy, Standford University
• 10 Approximate Inference.
• 10 Approximate Inference, Expectation Propagation.
• Mathematical Analysis of the Universal Physical Constants. E.R Cohen, California Institute of Technology.
• Interscience Monographs in Physics and Astronomy. R.E Marshak, University of Rochester
• Non-Well-Founded Set Theory.
• HyperGraphDB:A Generalized Graph Database. Borislav Iordanov, Kobrix Software
• HYPERSOLVER: A Graphical Tool for Commonsense Set Theory. Mujdat Pakkan, Varol Akman - January 24 1996
• 6.975 Week 11 Summary: Expectation Propagation. Erik Sudderth - November 20, 2002
• Expectation Propagation. Erik Sudderth 6.975 Week 11 Presentation November 20, 2002
• Expectation Propagation Algorithm. Shuang Wang - School of Electrical and Computer Engineering University of Oklahoma, Tulsa, OK, 74135

EMfast

• Non-Linear Programming.
• Linear and Nonlinear Programming David G. Luenberger, Yinyu Ye.
• Parallel Tangent Methods with Variable Stepsize. Y .G Petalas, M.N Vrahatis - Department of Mathematics, University of Patras
• Otimização e Processos Estocásticos Aplicados à Economia e Finanças. J.M Stern, C.A.B Pereira, C.O Ribeiro, F Nakano, M. Lauretto, Setembro 2007
• Image Analysis of Food Microstructure. John C. Russ

NNMatrix

• Infinite Non-Negative Matrix Factorization. Mikkel N. Schmidt, Marten Morup (2010)
• Bayesian non-negative matrix factorization. Mikkel N. Schmidt, Ole Winther , and Lars Kai Hansen (2009)
• Reversible Jump MCMC for Non-Negative Matrix Factorization. Mingjun Zhong, Mark Girolami (2009)
• Convex and Semi-Nonnegative Matrix Factorizations. C.Ding, T.Li, M.I.Jordan (2008)
• Non-negative matrix factorization with fixed row and column sums. LNgoc-Diep Ho, Paul Van Dooren - CESAME, Université catholique de Louvain
• Nonnegative matrix factorization and I-divergence alternating minimization. Lorenzo Finesso a , Peter Spreij b,*
• Portfolio Diversification using Subspace Factorizations. Ruairí de Fréin & Konstantinos Drakakis & Scott Rickard Complex & Adaptive Systems Laboratory University College Dublin Ireland
• Algorithms, Initializations, and Convergence for the Nonnegative Matrix Factorization. Russell Albright, James Cox, David Duling, Amy N. Langville, and Carl D. Meyer
• Bayesian Inference for Nonnegative Matrix Factorisation Models. Ali Taylan Cemgil, Department of Computer Engineering, Bogazici University
• Generalized Nonnegative Matrix Approximations with Bregman Divergences. Inderjit S. Dhillon, Suvrit Sra, Dept. of Computer Sciences, The Univ. of Texas at Austin
• Non-negative Matrix Factorization with Sparseness Constraints. Patrik O. Hoyer, Department of Computer Science, University of Helsinki, Finland
• Matrix Factorization Techniques For Recommender Systems. JYehuda Koren - Yahoo Research, Robert Bell and Chris Volinsky - AT&T Labs—Research
• Bayesian Exponential Family PCA. Shakir Mohamed, Katherine Heller, Zoubin Ghahramani, Department of Engineering, University of Cambridge
• Bayesian and L1 Approaches for Sparse Unsupervised Learning. Shakir Mohamed - University of British Columbia, Katherine A. Heller - Massachusetts Institute of Technology, Zoubin Ghahramani - University of Cambridge

Mellin

• The relationship between Fourier and Mellin transforms, with applications to probability. Dave Collins
• Fitting Combinations of Exponentials to Probability Distributions. Daniel Dufresne, Centre for Actuarial Studies, University of Melbourne
• Calhoun - Institutional Archive of the Naval Postgraduate School. Hogg, Danny L., Monterey, California. Naval Postgraduate School
• The Rules of Logic Composition for the Bayesian Epistemic e-Values. Wagner Borges - CCH - Mackenzie Presbiterian University, Julio Michael Stern - IME - University of Sao Paulo, Brazil
• An Improved Condendation Procedure in Discrete Probability Distribution Calculations. Stan Kaplan and James C. Lin
• Mathematical Models for the Study of the Reliability of Systems. A. Kaufimann, D. Grouchko, R. Cruon

IntentSamp

• Intentional sampling by goal optimization with decoupling by stochastic perturbation. Marcelo De Souza Lauretto, Fábio Nakano, Carlos Alberto de Bragança Pereira, and Julio Michael Stern

Haack

• Crosswords and Coherence. David Atkinson and Jeanne Peijnenburg
• Haack on Justification and Experience. Laurence Bonjour
• Reply to Bonjour. Susan Haack
• Clues to the Puzzle of Scientific Evidence. Susan Haack, University of Mictmi
• Defending Science - Within Reason. Susan Haack, Universityof Miami