New Directions in Privacy-Preserving Data Analysis ---------------------------------------------Kamalika Chaudhuri (UCSD) Machine learning algorithms increasingly work with sensitive information on individuals, and hence

Source URL: tpdp16.cse.buffalo.edu

Provable Algorithms for Machine Learning Problems Rong Ge A Dissertation

Source URL: users.cs.duke.edu

Peer-Grading in a Course on Algorithms and Data Structures Machine Learning Algorithms do not Improve over Simple Baselines Learning @ Scale

Source URL: learningatscale.acm.org

The Development of the AQ20 Learning System and Initial Experiments Guido Cervone Liviu Panait Ryszard Michalski* Machine Learning and Inference Laboratory, George Mason University, Fairfax,

Source URL: cervone.psu.edu

• Theoretical computer science
• Algorithms
• Formal methods
• Software engineering
• HindleyMilner type system
• Lambda calculus
• Type theory
• Mathematics

MEMOCODE 2014 Design Contest: k-Nearest Neighbors with Mahalanobis Distance Metric Peter Milder Department of Electrical and Computer Engineering Stony Brook University Stony Brook, NY 11794–2350

Source URL: www.ece.stonybrook.edu

• Statistics
• Data analysis
• Computing
• Search algorithms
• Covariance and correlation
• Multivariate statistics
• Machine learning
• Mahalanobis distance
• Statistical distance
• Xeon
• Nearest neighbor search
• K-nearest neighbors algorithm

Mining Data that Changes 17 July 2015 Data is Not Static •

Source URL: people.mmci.uni-saarland.de

• Machine learning
• Data mining
• Mathematics
• Algorithms
• Streaming algorithm
• Dynamic problem
• Matrix
• Concept drift
• Learning
• Multivariate statistics
• Non-negative matrix factorization
• Applied mathematics

Learning Algorithms from Data by Wojciech Zaremba a dissertation submitted in partial fulfillment of the requirements for the degree of

Source URL: cs.nyu.edu

• Artificial neural networks
• Computational neuroscience
• Artificial intelligence
• Applied mathematics
• Cybernetics
• Computational statistics
• Mathematical psychology
• Machine learning
• Convolutional neural network
• Ray Solomonoff
• Recurrent neural network
• Speech recognition

Surprise Search: Beyond Objectives and Novelty Daniele Gravina Antonios Liapis Georgios N. Yannakakis

Source URL: antoniosliapis.com

• Applied mathematics
• Academia
• Cognitive science
• Cybernetics
• Evolution
• Mathematical optimization
• Machine learning
• Search algorithms
• Genetic algorithm
• Maze solving algorithm
• Evolutionary algorithm
• Evolutionary computation

Genome Informatics 12: 14–Selecting Informative Genes with Parallel Genetic Algorithms in Tissue Classification

Source URL: www.jsbi.org

• Biology
• Molecular biology
• Machine learning
• Microarrays
• Gene expression
• Bioinformatics
• Gene
• Test set
• DNA microarray
• DNA

Incremental Recurrent Neural Network Dependency Parser with Search-based Discriminative Training Majid Yazdani Computer Science Department University of Geneva

Source URL: majid.yazdani.me

• Artificial intelligence
• Machine learning
• Parsing algorithms
• Learning
• Computational linguistics
• Artificial neural networks
• Parsing
• Deep learning
• Shift-reduce parser
• Michael Collins
• Statistical parsing
• Speech recognition