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An Introduction to Computational Learning Theory
Emphasizing issues of computational efficiency, Michael Kearns and Umesh Vazirani introduce a number of central topics in computational learning theory for researchers and students in artificial intelligence, neural networks, theoretical computer science, and statistics. Emphasizing issues of computational efficiency, Michael Kearns and Umesh Vazirani introduce a number of central topics in computational learning theory for researchers and students in artificial intelligence, neural networks, theoretical computer science, and statistics. Computational learning theory is a new and rapidly expanding area of research that examines formal models of induction with the goals of discovering the com...
The Ethical Algorithm
Algorithms have made our lives more efficient and entertaining--but not without a significant cost. Can we design a better future, one in which societial gains brought about by technology are balanced with the rights of citizens? The Ethical Algorithm offers a set of principled solutions based on the emerging and exciting science of socially aware algorithm design.
The Computational Complexity of Machine Learning
We also give algorithms for learning powerful concept classes under the uniform distribution, and give equivalences between natural models of efficient learnability. This thesis also includes detailed definitions and motivation for the distribution-free model, a chapter discussing past research in this model and related models, and a short list of important open problems."
Advances in Neural Information Processing Systems 10
The annual conference on Neural Information Processing Systems (NIPS) is the flagship conference on neural computation. These proceedings contain all of the papers that were presented.
Growing Up White Trash
A BOOK BY TWO BROTHERS WHO SHARE STORIES FROM THEIR CHILDHOOD, DETAILING WHAT IT WAS LIKE GROWING UP AS THE TWO YOUNGEST BROTHERS IN A FAMILY OF 6 BOYS (NO SISTERS) AND THE FUNNY ADVENTURES THEY GOT INVOLVED IN. THIS WAS THE 70'S & 80'S, THERE WERE NO “CELL PHONES” OR COMPUTERS! MUSIC WAS PLAYED ON RECORD PLAYERS AND LATER ON CASSETTE TAPES. MTV (MUSIC TELEVISION) FIRST AIRED ON AUGUST 1st 1981 BRINGING MUSIC VIDEOS TO T.V. CHANGING THE WAY WE LOOKED AT MUSIC FOR GOOD! PEOPLE IN OUR NEIGHBORHOOD NEVER LOCKED THEIR DOORS AT NIGHT. KIDS WOULD GET UP IN THE MORNING, GET ON THEIR BIKES AND WOULD STAY GONE ALL DAY, ONLY RETURNING HOME IN THE EVENING TO EAT DINNER! IT WAS A DIFFERENT TIME THEN! A GREAT TIME TO BE A KID! WE NEVER REALIZED JUST HOW GOOD WE HAD IT UNTIL WE TOOK TIME TO LOOK BACK ON OUR CHILDHOOD AND SEE ALL THE FUN STUFF WE GOT TO DO. HOPEFULLY THIS BOOK BRINGS BACK MEMORIES OF YOUR CHILDHOOD AND THE HAPPY TIMES YOU HAD GROWING UP AS WELL! ENJOY!
Advances in Neural Information Processing Systems 11
The annual conference on Neural Information Processing Systems (NIPS) is the flagship conference on neural computation. It draws preeminent academic researchers from around the world and is widely considered to be a showcase conference for new developments in network algorithms and architectures. The broad range of interdisciplinary research areas represented includes computer science, neuroscience, statistics, physics, cognitive science, and many branches of engineering, including signal processing and control theory. Only about 30 percent of the papers submitted are accepted for presentation at NIPS, so the quality is exceptionally high. These proceedings contain all of the papers that were presented.
Computational Learning Theory and Natural Learning Systems: Intersections between theory and experiment
Annotation These original contributions converge on an exciting and fruitful intersection of three historically distinct areas of learning research: computational learning theory, neural networks, and symbolic machine learning. Bridging theory and practice, computer science and psychology, they consider general issues in learning systems that could provide constraints for theory and at the same time interpret theoretical results in the context of experiments with actual learning systems. In all, nineteen chapters address questions such as, What is a natural system? How should learning systems gain from prior knowledge? If prior knowledge is important, how can we quantify how important? What ...
Clinkerstone
A mystery and adventure novel with a strong musical element. The search for a lost piano sonata gives a young musician a new purpose in life
Getting to the Heart of Science Communication
Scientists today working on controversial issues from climate change to drought to COVID-19 are finding themselves more often in the middle of deeply traumatizing or polarized conflicts they feel unprepared to referee. It is no longer enough for scientists to communicate a scientific topic clearly. They must now be experts not only in their fields of study, but also in navigating the thoughts, feelings, and opinions of members of the public they engage with, and with each other. And the conversations are growing more fraught. In Getting to the Heart of Science Communication, Faith Kearns has penned a succinct guide for navigating the human relationships critical to the success of practice-based science. This meticulously researched volume takes science communication to the next level, helping scientists to see the value of listening as well as talking, understanding power dynamics in relationships, and addressing the roles of trauma, loss, grief, and healing.
Advances in Cryptology — CRYPTO ’93
The CRYPTO ’93 conference was sponsored by the International Association for Cryptologic Research (IACR) and Bell-Northern Research (a subsidiary of Northern Telecom), in co-operation with the IEEE Computer Society Technical Committee. It took place at the University of California, Santa Barbara, from August 22-26, 1993. This was the thirteenth annual CRYPTO conference, all of which have been held at UCSB. The conference was very enjoyable and ran very of the General Chair, Paul Van Oorschot. smoothly, largely due to the efforts It was a pleasure working with Paul throughout the months leading up to the conference. There were 136 submitted papers which were considered by the Program Commit...
