George Rebane
The Association for Computing Machinery announced today that it has named Dr Judea Pearl of the University of California, Los Angeles as the recipient of the A.M. Turing Award for 2011. The announcement itself begins –
NEW YORK, March 15, 2012—ACM, the Association for Computing Machinery today named Judea Pearl of the University of California, Los Angeles the winner of the 2011 ACM A.M. Turing Award for innovations that enabled remarkable advances in the partnership between humans and machines that is the foundation of Artificial Intelligence (AI). Pearl pioneered developments in probabilistic and causal reasoning and their application to a broad range of problems and challenges. He created a computational foundation for processing information under uncertainty, a core problem faced by intelligent systems. He also developed graphical methods and symbolic calculus that enable machines to reason about actions and observations, and to assess cause-effect relationships from empirical findings. His work serves as the standard method for handling uncertainty in computer systems, with applications ranging from medical diagnosis, homeland security and genetic counseling to natural language understanding and mapping gene expression data. His influence extends beyond artificial intelligence and even computer science, to human reasoning and the philosophy of science.
The Turing Award, widely considered the "Nobel Prize in Computing," carries a $250,000 prize, with financial support provided by Intel Corporation and Google Inc. It is named for the British mathematician Alan M. Turing, whose 100th anniversary will be celebrated in June at the ACM 2012 Turing Centenary Celebration that includes 34 past Turing Award winners along with Pearl.
"Like Alan Turing himself, Pearl turned his thinking to constructing procedures that might be harnessed to perform tasks traditionally associated with human intelligence," said Vint Cerf, chair of the ACM 2012 Turing Centenary Celebration, and a former ACM Turing Award recipient. "His accomplishments over the last 30 years have provided the theoretical basis for progress in artificial intelligence and led to extraordinary achievements in machine learning, and they have redefined the term 'thinking machine.'" Cerf pointed to Pearl’s innovation as a quantum leap from Turing’s "test" dating to the 1950s, when Turing set out to discover if machines could think. "Pearl's work on reasoning with uncertainty as well as his game˗changing contributions to machine reasoning about causality have had a pervasive influence not only on machine learning but on natural language processing, computer vision, robotics, computational biology, econometrics, cognitive science, and statistics," Cerf said.
The rest of the announcement may be read here.
Judea Pearl and I first became acquainted as colleagues on various defense research projects during the 1970s when he consulted for the small ‘black studies’ company that I headed during that period. Subsequently our families became friends and over the years we spent many evenings in exciting discussions and song (Judea on guitar and me on the keyboard - Judea is an excellent musician in voice, choral, and several instruments.). It was Judea who convinced me to complete my doctorate and join his small troupe of students at UCLA working on the various research tasks that served as the halo around the magnificent tour de force that Judea Pearl presented to the world when he showed how Bayesian networks could be constructed and correctly computed.
Once his 1988 Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference was published, Bayes nets became and have remained the state-of-the-art in machine intelligence. Bayesian inference now is the standard in all applications that required correct probabilistic reasoning, decisions under uncertainty, and management of risk - in short in all human endeavors. Every field that has not embraced what Pearl started with Bayes is now scrambling to catch up.
I have long had the honor of calling Judea Pearl my teacher, mentor, colleague, and friend. Those of us who had the good fortune to recognize early his genius and accomplishments were amply rewarded by what he taught us, and how he guided our individual contributions (my own humble efforts were in machine learning and causality). It is most appropriate that Judea now joins the pantheon of the recognized greats in computer science.
Ruminations - 16mar2012
George Rebane
We watched a DVRd recent ’60 Minutes’ piece on a fifty year program by Texas ranchers to conserve over 150 African game species on their own range lands. Through their own efforts they have taken contributions from the nation’s zoos and built up the herds/flocks, in the process saving many species that were on the brink of extinction in their native Africa. The ranchers help pay for this by providing controlled hunting under the aegis of state and federal laws. The animals are thriving and the enterprise has been a win-win-win all around.
Enter the eco-idiots, a breed that marbles our nation like a disease. There is a faction that has been working diligently to make hunting of these animals illegal. Their imminent success promises to shut down the entire conservation program/business. Their only ‘reason’, besides rank insanity, is that the animals should be taken back to their native Africa and put on nature conserves where dysfunctional governments will allow poachers to kill them off. In short, the animals should only live in their native habitat that can no longer protect them from extinction – period.
The program's nausea factor was increased by the female correspondent continuing to ask each rancher interviewee ‘If you love and want to save these animals, then why do you allow hunters to come and shoot them?’ The obvious economic answers washed off her little brain like water off a duck’s back. Now consider the millions of like-minded viewers out there for whom such reportage makes sense. Pass the barf bag please.
Anthony Watts has published another substantial summary of the scientific controversy over the now notorious temperature ‘hockey stick’ cooked up by Michael Mann over twelve years ago. Locally, Russ Steele has been tracking the political controversy over anthropogenic global warming (AGW) that has become a public policy control tool for Agenda21 politicians, and article of fervent faith to the scientifically dimwitted. The review of Mann’s latest book on this controversy again illustrates the sleaze in ‘the debate (about AGW) is over’ that is promoted by the politically correct grant hungry ‘scientists’ and their government handlers.
It is remarkable that the AGW question has not been submitted to a small panel of acknowledged experts who are independent of the government gravy train; a panel similar to the one assembled after the space shuttle Challenger disaster. The amount of draconian public policy that has already been made by nations, and the more that is contemplated has all been done in the face of a constant stream of evidence that shows the error of the original and revised AGW conclusions. Would such an issue of global importance be swept under the rug if it were not the only game in town that allows the socialist one-worlders to impose their diktats on the rest of us while we destroy thriving economies on the road to their new world order?
We are attending a Mercatus Center conference in Scottsdale. As supporters of that institute at George Mason University, we have benefitted from their research into public policy issues that seek to buttress the preservation of rights summarized in The Bastiat Triangle (q.v.). Of late I have become more and more impatient with what conservatives have traded for progress – namely, preaching homilies to the choir when they assemble (see my ongoing hissy fits about ‘Candyass Republicans’). At these meetings we are regaled with speeches and presentations that document and memorialize noble accomplishments of free enterprise achieved under the umbrella of liberty. We are again told how the future would be brighter for all, were we to successfully contain the many-headed monster of collectivism. But everyone attending such conferences already knows this material chapter and verse, and that is why they wind up only being kumbayahs for conservatives.
This time, instead of having our bellies rubbed one more time, I would like to hear of some, or even any smidgeon of progress made in halting socialism and successfully educating our electorate, then students to reject the ‘solution by redistribution’ messages that originate from the Party of the Fixed Pie and wash across the land. And if there is no such good news to report, then tell us what we can do to advance liberty and change direction. Absent that, why gather us together to attend what can only be characterized as the moral equivalent of a wake?
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