Partition function loop series for a general graphical model: free energy corrections and message-passing equations Jing-Qing Xiao2,1 and Haijun Zhou1 1

Source URL: power.itp.ac.cn

Nephele/PACTs: A Programming Model and Execution Framework for Web-Scale Analytical Processing Dominic Battré Odej Kao Stephan Ewen

Source URL: stratosphere.eu

• Parallel computing
• Computer programming
• Computing
• Software engineering
• Distributed computing architecture
• Parallelization contract
• MapReduce
• Hash function
• Automatic parallelization
• Parameter
• Function
• External sorting

arXiv:1603.08240v1 [cs.CV] 27 MarDeLight-Net: Decomposing Reflectance Maps into Specular Materials and Natural Illumination Stamatios Georgoulis∗1 , Konstantinos Rematas∗1 , Tobias Ritschel2 , Mario Fritz3 , L

Source URL: arxiv.org

• Shading
• Optics
• Computer graphics
• Radiometry
• Artificial neural networks
• 3D rendering
• Electromagnetic radiation
• Academia
• Reflectance
• Deep lambertian networks
• Phong reflection model
• Bidirectional reflectance distribution function

Opening the Black Boxes in Data Flow Optimization †4 Fabian Hueske*1 Mathias Peters†2 Matthias J. Sax†3 Astrid Rheinlander

Source URL: stratosphere.eu

• Software engineering
• Computer programming
• Computing
• Functional analysis
• Distributed computing architecture
• Parallel computing
• Parallelization contract
• Relational database
• Restriction
• Relational model
• Operator
• Higher-order function

Function approximation model for prediction of total perceived discomfort considering differences of discomfort characteristics depending on body part 1 2

Source URL: ergonomics.uq.edu.au

Introduction to Time Series Analysis. Lecture 14. Last lecture: Maximum likelihood estimation 1. Review: Maximum likelihood estimation 2. Model selection 3. Integrated ARMA models 4. Seasonal ARMA

Source URL: www.stat.berkeley.edu

• Estimation theory
• M-estimators
• Maximum likelihood estimation
• Statistical theory
• Autoregressivemoving-average model
• Akaike information criterion
• Likelihood function

Homework 4 solutions Joe Neeman October 27, We began by looking at the ACF of the original data sequence (Figure 1), which seems to decay very slowly. In particular, the process is probably not an ARMA process. T

Source URL: www.stat.berkeley.edu

• Time series models
• Noise
• Time series analysis
• Covariance and correlation
• Moving-average model
• Partial autocorrelation function
• Autoregressive integrated moving average
• Akaike information criterion
• QQ plot
• BoxJenkins

Universal Coding of Function Spaces as a Model for Signal Compression. ∗ Boris Ryabko† and Jaakko Astola † ‡

Source URL: boris.ryabko.net

Introduction to Time Series Analysis. LectureReview: Spectral density 2. Examples 3. Spectral distribution function. 4. Autocovariance generating function and spectral density.

Source URL: www.stat.berkeley.edu

• Signal processing
• Statistics
• Electrical engineering
• Mathematical analysis
• Autocorrelation
• Spectral density
• Autoregressive model

Model selection Large scale model selection Summary and open problems Model Selection and Computational Oracle Inequalities for Large Scale Problems

Source URL: www.stat.berkeley.edu

• Econometrics
• Statistical theory
• Regression analysis
• Estimation theory
• Linear regression
• Feature selection
• Model selection
• Support vector machine
• Loss function
• Oracle Database
• Natural selection
• Prediction