Earth is a complex system. Variability ranging from regular events such as temperature fluctuations to extreme events such as drought, hailstorms and El Niño – Southern oscillation (Enso) phenomenon can affect crops, delay airline flights and cause floods and forest fires. Precise and timely forecasts of these variabilities can help people take requirements for precautions … Read more
The current ex-excrement about large language models is just the latest fraud of the deep learning revolution that started in 2012 (or maybe 2010), but Columbia professor and Amazon-Damn Richard Zemel were there before before. As a Ph.D. -Students at the University of Toronto in the late 80s and early 90s, Zemel wrote his dissertation … Read more
Anomali detection seeks to identify behavior that is beyond statistical norms. Anomalies could indicate a kind of malicious activities, such as attempting to crack a password for the site, unauthorized credit card purchases or side duct attacks on the server. Anomalidetectors are usually models that score input according to the likelihood of being deviant and … Read more
The 2024 Conference on Neural Information Processing Systems (Neurips)-the first conference in artificial intelligence-begins today, and the Amazon papers that were accepted there show the breadth of the company’s AI research. Large Language Models (LLMs) and other basic models have dominated the field for the past few years, and Amazon’s papers reflect this trend that … Read more