On the concentration of expectation and approximate inference in layered networks Michael I. Jordan University of California Berkeley, CA 94720

Source URL: dept.stat.lsa.umich.edu

• Graphical models
• Probability distributions
• Bayesian network
• Networks
• Normal distribution
• Variational Bayesian methods
• Belief propagation
• Exponential family

Understanding the Limiting Factors of Topic Modeling via Posterior Contraction Analysis

Source URL: dept.stat.lsa.umich.edu

• Statistics
• Probability
• Statistical natural language processing
• Probability distributions
• Latent Dirichlet allocation
• Topic model
• Mixture model
• Dirichlet distribution
• Normal distribution
• Gibbs sampling
• Statistical inference

A Lyapunov Based Stable Online Learning Algorithm For Nonlinear Dynamical Systems Using Extreme Learning Machines Vijay Manikandan Janakiraman∗ , XuanLong Nguyen† , Dennis Assanis‡ ∗ Department of Mechanical Eng

Source URL: dept.stat.lsa.umich.edu

• Control theory
• Dynamical systems
• Dimension reduction
• Mathematical optimization
• Statistical classification
• Nonlinear system identification
• Principal component analysis
• Recursive least squares filter
• Adaptive control
• Support vector machine
• Artificial neural network
• Lyapunov stability

COMPUTING THE PERMANENT OF (SOME) COMPLEX MATRICES Alexander Barvinok June 2014 Abstract. We present a deterministic algorithm, which, for any given 0 <  < 1

Source URL: www.math.lsa.umich.edu

• Algebra
• Mathematics
• Mathematical analysis
• Matrix theory
• Linear algebra
• Complex analysis
• Permanent
• Permutations
• Taylor series
• Determinant
• Matrix
• Inverse trigonometric functions

Gesetz zur Neuregelung des Besoldungsrechts des Landes Sachsen-Anhalt (BesNeuRG LSA). Vom 8. FebruarGVBl. LSA S. 68) Artikel 1 Besoldungsgesetz des Landes Sachsen-Anhalt

Source URL: oeffentlicher-dienst.info

CONVEXITY OF THE IMAGE OF A QUADRATIC MAP VIA THE RELATIVE ENTROPY DISTANCE Alexander Barvinok May 2013 Abstract. Let ψ : Rn −→ Rk be a map defined by k positive definite quadratic

Source URL: www.math.lsa.umich.edu

• Mathematics
• Mathematical analysis
• Algebra
• Logarithms
• Matrices
• Positive-definite matrix
• Convex function
• Natural logarithm
• Quadratic form
• Inverse trigonometric functions
• Beta distribution

In Situ Resource Utilization (ISRU) at 40 Kelvin, Lunar Polar Rovers, and LunarCubes Come join us in an interactive and collaborative workshop and help shape the future of Lunar and Planetary science and exploration. LSA

Source URL: www.lsaworkshops.com

MODULI SPACES OF HYPERBOLIC 3-MANIFOLDS AND DYNAMICS ON CHARACTER VARIETIES RICHARD D. CANARY AND PETER A. STORM Abstract. The space AH(M ) of marked hyperbolic 3-manifold homotopy equivalent to a compact 3-manifold with

Source URL: www.math.lsa.umich.edu

NOTES ON COMBINATORIAL APPLICATIONS OF HYPERBOLIC POLYNOMIALS Abstract. These are notes on combinatorial applications of hyperbolic polynomials, one of the topics covered in my course “Topics in Convexity” in Winter

Source URL: www.math.lsa.umich.edu

• Polynomials
• Field extension
• Elementary symmetric polynomial
• Polynomial greatest common divisor
• Factorization

A SCALABLE QUASI-BAYESIAN FRAMEWORK FOR GAUSSIAN GRAPHICAL MODELS ´ YVES F. ATCHADE (Dec. 2015)

Source URL: dept.stat.lsa.umich.edu