Mathematics of Machine Learning: An introduction Sanjeev Arora Princeton University Computer Science Institute for Advanced Study

Source URL: eta.impa.br

• Machine learning
• Learning
• Artificial intelligence
• Applied mathematics
• Artificial neural network
• Outline of machine learning
• Supervised learning
• Regularization
• Empirical risk minimization
• Backpropagation
• Poisson regression
• Parametric model

Learning-Based Abstractions for Nonlinear Constraint Solving Sumanth Dathathri ∗1 , Nikos Arechiga2 , Sicun Gao3 , and Richard M. Murray1 1 Computing and Mathematical Sciences, California Institute of Technology 2

Source URL: scungao.github.io

• Constraint programming
• Mathematical optimization
• Theoretical computer science
• Statistical classification
• Artificial intelligence
• Machine learning
• Support vector machine
• Constraint satisfaction problem
• Constraint satisfaction
• Decomposition method
• Constrained optimization
• Constraint

Learning-Based Testing the Sliding Window Behavior of TCP Implementations Paul Fiter˘au-Bro¸stean?1 and Falk Howar2 1 Institute for Computing and Information Sciences, Radboud University, Nijmegen,

Source URL: www.falkhowar.de

• Transmission Control Protocol
• Constructible universe
• Algorithm
• Sliding window protocol
• Mathematics
• Dimension reduction
• Computing
• Philosophy of mathematics

Towards a common philosophy of explanation for artificial and biological intelligence Jessica A.F. Thompson International Laboratory for Brain, Music and Sound Research Montréal, Canada Montreal Institute for Learning

Source URL: thompsonj.github.io

• Metaphysics
• Philosophy
• Epistemology of science
• Philosophy of science
• Cognitive science
• Emergence
• Cognition
• Mechanism
• Mind
• Computational neuroscience
• Explanation
• Occam's razor

More Than Lessons-Using CALI Software Creatively (handout)- Technology in and Beyond the Classroom Conference - Institute for Law Teaching and Learning, March 3, 2012

Source URL: lawteaching.org

Learning from testing Tips for technical communicators from testers Communicator The Institute of Scientific and Technical Communicators Spring 2016

Source URL: www.istc.org.uk

Author Software-Teaching Clinic Students the Law through Code (Staudt article) (handout)- Technology in and Beyond the Classroom Conference - Institute for Law Teaching and Learning, March 3, 2012

Source URL: lawteaching.org

Duo: A Wearable System for Learning about Everyday Objects and Actions Charles C. Kemp Massachusetts Institute of Technology Computer Science and Artificial Intelligence Laboratory Cambridge, MA 02139, USA cckemp@csail.m

Source URL: ckemp.bme.gatech.edu

Deliberating on innovative ways to achieve the literacy targets First meeting of the Core Group of the Global Alliance for Literacy (GAL) 23 May 2016, Paris, France The UNESCO Institute for Lifelong Learning (UIL) conven

Source URL: aspbae.org

National Institute for Learning Outcomes Assessment July 2012 Using Assessment Results: Promising Practices of Institutions That Do It Well Gianina R. Baker, Natasha A. Jankowski, Staci Provezis & Jillian Kinzie

Source URL: www.learningoutcomeassessment.org