Security Blanket by Lorrie Faith Cranor, machine quilted, digitally printed cotton fabric, 63.5" x 39", appeared in the February 7, 2014 issue of Science Magazine. Passwords ties, fabric, and other fashion and furnishings now available! Passwords and Authentication Research To combat both the inherent and user-induced weaknesses of text-based passwords, administrators and organizations typically i
Optimization for Deep Networks Ishan Misra Overview • Vanilla SGD • SGD + Momentum • NAG • Rprop • AdaGrad • RMSProp • AdaDelta • Adam More tricks • Batch Normalization • Natural Networks Gradient (Steepest) Descent • Move in the opposite direction of the gradient Conjugate Gradient Methods • See Moller 1993 [A scaled conjugate gradient algorithm for fast supervised learning], Martens et al., 2010
I work on AI language models at Amazon. I'm based in Fort Worth, Texas. These are a few of my favorite resources for anyone interested in getting into the field: Andrew Ng's course, "AI For Everyone". Sébastien Bubeck's talk, "Sparks of AGI: early experiments with GPT-4". Isa Fulford and Andrew Ng's course, "ChatGPT Prompt Engineering for Developers". Michael Nielsen's book, "Neural Networks and D
Graphical Models ML 701 Anna Goldenberg Outline ! Dynamic Models ! Gaussian Linear Models ! Kalman Filter ! DBN ! Undirected Models ! Unification ! Summary HMMs qt hidden states Ot observations q0 Oo q1 O1 qT OT . . . P(Q, O) = p(q0) T −1 ! t=1 p(qt+1|qt) T ! t=1 p(Ot|qt) ! is a Bayes Net ! satisfies Markov property (independence of states given present) ! with discrete states (time steps are disc
Philip J. Koopman, Jr. The ENTIRE BOOK is available to read on-line or to download for off-line reading! Published in 1989, this was the first book to explore the new breed of stack computers led by the introduction of the Novix NC4016 chip. The author commences with an overview of how stacks are used in computing, and a taxonomy of hardware stack support which includes a survey of approximately 7
x86-64 Machine-Level Programming∗ Randal E. Bryant David R. O’Hallaron September 9, 2005 Intel’s IA32 instruction set architecture (ISA), colloquially known as “x86”, is the dominant instruction format for the world’s computers. IA32 is the platform of choice for most Windows and Linux machines. The ISA we use today was defined in 1985 with the introduction of the i386 microprocessor, extending th
Technical Report CMU/SEI-94-TR-12 ESC-TR-94-12 A Comparison of ISO 9001 and the Capability Maturity Model for Software Mark C. Paulk July 1994 Technical Report CMU/SEI-94-TR-12 ESC-TR-94-12 July 1994 Software Engineering Institute Carnegie Mellon University Pittsburgh, Pennsylvania 15213 A Comparison of ISO 9001 and the Capability Maturity Model for Software _______________________________________
Software Acquisition Process Maturity Questionnaire August 1997 • Special Report Jack R. Ferguson, Jack Cooper, Michael Falat, Matt Fisher, Anthony Guido, John Marciniak, Jordan Matejceck This 1997 report contains a software acquisition process maturity questionnaire, intended for those interested in learning about and performing software acquisition process appraisals.
Do’s and Don’ts - v1.0 1 Do’s and Don’ts of Process Improvement Pat O’Toole, PACT March, 2004 Do’s and Don’ts - v1.0 2 Acknowledgments Terms like these are often used in the following material: CMM® Framework IDEALSM Model Capability Maturity Model SM and IDEALSM are service marks of Carnegie Mellon University ®CMM is registered in the U.S. Patent & Trademark Office Do’s and Don’ts - v1.0 3 “Prima
Technical Report CMU/SEI-95-TR-017 ESC-TR-95-017 Raytheon Electronic Systems Experience in Software Process Improvement Tom Haley Blake Ireland Ed Wojtaszek Dan Nash Ray Dion November 1995 Software Engineering Institute Carnegie Mellon University Pittsburgh, Pennsylvania 15213 Unlimited distribution subject to the copyright. Technical Report CMU/SEI-95-TR-017 ESC-TR-95-017 November 1995 Raytheon E
“chap08” 2009/4/9 page 159 i i i i i i i i 8 CATEGORIES OF DIAGRAMS In this chapter we will prove a very useful technical result called the Yoneda Lemma, and then employ it in the study of the important categories of set- valued functors or “diagrams.” The Yoneda Lemma is perhaps the single most used result in category theory. It can be seen as a straightforward generalization of some simple facts
Course Information Place: Theresienstr. 39 B004 Time: Mo 4 - 6 Instructor: Steve Awodey Office: Theresienstr. 39, B421 (Math); Ludwigstr. 31, 123 (MCMP) Office Hour: Monday 2-3 (Math); Thursday 4-5 (MCMP), or by appointment. Phone: x4418 Email: awodey@cmu.edu Webpage: www.andrew.cmu.edu/course/80-413-713 Overview Category theory, a branch of abstract algebra, has found many applications in mathema
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