MITSUBISHI ELECTRIC RESEARCH LABORATORIES http://www.merl.com Conjugate gradient acceleration of non-linear smoothing filters Knyazev, A.; Malyshev, A.

Source URL: www.merl.com

• Signal processing
• Electrical engineering
• Telecommunications engineering
• Engineering
• Filter theory
• Image processing
• Noise reduction
• Non-local means
• Filter
• Conjugate gradient method
• Bilateral filter

Convergence Rates of Inexact Proximal-Gradient Methods for Convex Optimization Mark Schmidt

Source URL: nicolas.le-roux.name

Automated Parameter Optimization of Classification Techniques for Defect Prediction Models Chakkrit Tantithamthavorn1 , Shane McIntosh2 , Ahmed E. Hassan3 , Kenichi Matsumoto1 1 Nara Institute of Science and

Source URL: sail.cs.queensu.ca

• Statistics
• Machine learning
• Statistical classification
• Artificial intelligence
• Ensemble learning
• Statistical inference
• Computational statistics
• Support vector machine
• Bootstrapping
• Boosting
• Naive Bayes classifier
• Gradient boosting

Efficient Second-Order Gradient Boosting for Conditional Random Fields Tianqi Chen Sameer Singh Ben Taskar

Source URL: jmlr.org

Case Study 1: Estimating Click Probabilities Intro Logistic Regression Gradient Descent Machine Learning/Statistics for Big Data

Source URL: courses.cs.washington.edu

Simple Evolutionary Optimization Can Rival Stochastic Gradient Descent in Neural Networks In: Proceedings of the Genetic and Evolutionary Computation Conference (GECCONew York, NY: ACM Nominated for Best Paper Aw

Source URL: eplex.cs.ucf.edu

• Artificial neural networks
• Applied mathematics
• Artificial intelligence
• Machine learning
• Neuroevolution
• Evolutionary algorithm
• Deep learning
• Backpropagation
• Stochastic gradient descent
• HyperNEAT
• Genetic algorithm
• Multilayer perceptron

Gradient Clock Synchronization in Wireless Sensor Networks Philipp Sommer Roger Wattenhofer

Source URL: disco.ethz.ch

• Synchronization
• Computing
• Engineering
• Electrical engineering
• Network protocols
• Clock synchronization
• Clocks
• Clock skew
• ANT
• Distributed computing
• Consensus
• Synchronous Ethernet

cover+back_gradient_CoolGrey9_hires_A4

Source URL: eu-proweb.s3-eu-west-1.amazonaws.com

Bayesian Learning via Stochastic Gradient Langevin Dynamics Max Welling D. Bren School of Information and Computer Science, University of California, Irvine, CA, USA Yee Whye Teh

Source URL: www.icml-2011.org

• Applied mathematics
• Statistical randomness
• Probability and statistics
• Monte Carlo methods
• Markov models
• Statistical mechanics
• Stochastic optimization
• Computational statistics
• Markov chain Monte Carlo
• Stochastic approximation
• Langevin dynamics
• Bayesian network

Going Deeper with Convolutions Christian Szegedy1 , Wei Liu2 , Yangqing Jia1 , Pierre Sermanet1 , Scott Reed3 , Dragomir Anguelov1 , Dumitru Erhan1 , Vincent Vanhoucke1 , Andrew Rabinovich4 1 Google Inc. 2 University of

Source URL: www.cs.unc.edu

• Artificial neural networks
• Computational neuroscience
• Artificial intelligence
• Computer vision
• Convolutional neural network
• Deep learning
• Machine learning
• MNIST database
• Vanishing gradient problem
• Receptive field
• Network architecture
• OSI model