discriminative learning
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This beautifully illustrated lecture explores the connections and interactions between British writers and artists. As children, learning to read, we look first at the pictures in books - they tell the tale in their own way. With great writers, this power endures: artists connect with words in different ways. This lecture will explore fascinating examples of the relationships between artists and writers, from those that work independen...more
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Client Use of Templates, Vector Class, Vector Client Interface, Client Use of Vector, Type-safety in Templates, Grid Class, Grid Client Interface, Client Use of Grid, Stack Class, Stack Client Interface, Queue Class, Queue Client Interface, Client Use of Queue, Nested Templates, Learning a New API, CS106B Library Documentation
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In the second of his two lectures in honor of Arthur Okun, Professor Summers points out that real interest rates have been very low in the current subprime crisis. This indicates that the shock to the economy was more a financial breakdown shock than a disinflation shock. But financial breakdown shocks are not necessarily very harmful to the economy, so long as financial intermediation capital is not destroyed. In a financial crisis like t...more
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Shutterfly CEO Jeff Housenbold rattles off a roster of quick and valuable bits of advice for the aspiring entrepreneur and employee of corporate America. Highlights include finding yourself a mentor invested in your success. He suggests learning where the money is made in a company, and building a career in that sector. Find wide areas of growth or turnaround and you will have the opportunity for broader success. And, uncover your boss' pr...more
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In five years, New Schools has given 10,000 kids access to new schools, says Smith. Public charter schools provide an alternative to government-run schools by giving the school much more flexibility while maintaining accountability. She believes this flexibility encourages innovation and increased performance. Other portfolio items include: 1) Teachscape - an online teacher-training program, which uses a video case method of instruction ...more
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In 1989, following the year when Dell, Inc. went public, Dell explains how the company had a large problem with inventory management. As a result, the company failed to transition properly in the industry from one technology to the other. However, because of this critical mistake, the company learned how to correctly manage their inventory, and according to Dell, became the best in the world at it. Later on, Dell also notes the company did...more
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Andy Friere, Co-founder and CEO of Axialent, describes the innovation culture archetype, one of the five basic cultural archetypes into which organizations fall: 1) Achievement, 2) Innovation, 3) One-team, 4) People-first or 5) Customer-focused. Specifically, Friere suggests that innovation cultures focus on experimenting and learning from mistakes to create new products and businesses. Friere describes the behaviors, symbols and processes...more
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May 16, 2008 lecture by Rob Miller for the Stanford University Human Computer Interaction Seminar (CS547). Rob Miller discusses some of the explorations into keyword programming in the web automation domain, and also in other domains such as Java development. One surprising result is that programming language syntax often has relatively little information content, and can be inferred automatically from only a handful of keywords -- allowi...more
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Introduction to the Standard Java Libraries, A JAR File, Creating a JAR File, Creating an Applet, Standard Java Programs Without Using the ACM Libraries, Other Resources - Learning More Java
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Partially Observable MDPs (POMDPs), Policy Search, Reinforce Algorithm, Pegasus Algorithm, Pegasus Policy Search, Applications of Reinforcement Learning
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(January 16, 2009) Hayes Raffle of Nokia Research presents the Topobo system, a class of tools that helps people transition from simple but intuitive exploration to abstract and flexible exploration. Children use Topobo to transitiion from hands-on knowledge to theories that can be tested and reformulated, employing a combination of enactive, iconic and symbolic representation of ideas.
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David Neeleman, CEO of JetBlue, tries to fly at least once a week, and makes a point to let the customers and crew know that he's aboard and ready to work and hear feedback. He describes a full day of traveling, listening to customers, asking questions, and learning from customers and crew members. JetBlue defines all employees as crew members, and all passengers as customers.
