Crowdsourcing provides an effective and low-cost way to collect labels from crowd workers. Due to the lack of professional knowledge, the quality of crowdsourced labels is relatively low. A common approach to addressing this issue is to collect multiple labels for each instance from different crowd workers and then a label integration method is used to infer its true label. However, almost all existing label integration methods merely make use of the original attribute information and do not pay attention to the quality of the multiple noisy label set of each instance.Crowdsourcing provides an effective and low-cost way to collect labels from crowd workers. Due to the lack of professional knowledge, the quality of crowdsourced labels is relatively low. A common approach to addressing this issue is to collect multiple labels for each instance from different crowd workers and then a label integration method is used to infer its true label. However, almost all existing label integration methods merely make use of the original attribute information and do not pay attention to the quality of the multiple noisy label set of each instance.Computer Sciences[#item_full_content]

President Joe Biden issued an executive order Monday on regulating artificial intelligence, aiming for the United States to “lead the way” in global efforts at managing the new technology’s risks, the White House said.President Joe Biden issued an executive order Monday on regulating artificial intelligence, aiming for the United States to “lead the way” in global efforts at managing the new technology’s risks, the White House said.Machine learning & AI[#item_full_content]

With the proliferation of computationally intensive machine-learning applications, such as chatbots that perform real-time language translation, device manufacturers often incorporate specialized hardware components to rapidly move and process the massive amounts of data these systems demand.With the proliferation of computationally intensive machine-learning applications, such as chatbots that perform real-time language translation, device manufacturers often incorporate specialized hardware components to rapidly move and process the massive amounts of data these systems demand.Security[#item_full_content]

To make our way through the world, our brain must develop an intuitive understanding of the physical world around us, which we then use to interpret sensory information coming into the brain.To make our way through the world, our brain must develop an intuitive understanding of the physical world around us, which we then use to interpret sensory information coming into the brain.Computer Sciences[#item_full_content]

Engineers from the Computer Science Department at Binghamton University, State University of New York have programmed a robot guide dog to assist the visually impaired. The robot responds to tugs on its leash.Engineers from the Computer Science Department at Binghamton University, State University of New York have programmed a robot guide dog to assist the visually impaired. The robot responds to tugs on its leash.Robotics[#item_full_content]

Researchers from MIT and NVIDIA have developed two techniques that accelerate the processing of sparse tensors, a type of data structure that’s used for high-performance computing tasks. The complementary techniques could result in significant improvements to the performance and energy-efficiency of systems like the massive machine-learning models that drive generative artificial intelligence.Researchers from MIT and NVIDIA have developed two techniques that accelerate the processing of sparse tensors, a type of data structure that’s used for high-performance computing tasks. The complementary techniques could result in significant improvements to the performance and energy-efficiency of systems like the massive machine-learning models that drive generative artificial intelligence.Computer Sciences[#item_full_content]

US President Joe Biden will unveil “sweeping” action on Monday aimed at regulating the use of artificial intelligence, the White House said, in an effort to reduce risks associated with the emerging technology.US President Joe Biden will unveil “sweeping” action on Monday aimed at regulating the use of artificial intelligence, the White House said, in an effort to reduce risks associated with the emerging technology.Machine learning & AI[#item_full_content]

The UK government will welcome foreign political leaders, tech industry figures, academics and others this week for a two-day summit billed as the first of its kind on artificial intelligence (AI).The UK government will welcome foreign political leaders, tech industry figures, academics and others this week for a two-day summit billed as the first of its kind on artificial intelligence (AI).Machine learning & AI[#item_full_content]

Companies in the foundation model space are becoming less transparent, says Rishi Bommasani, Society Lead at the Center for Research on Foundation Models (CRFM), within Stanford HAI. For example, OpenAI, which has the word “open” right in its name, has clearly stated that it will not be transparent about most aspects of its flagship model, GPT-4.Companies in the foundation model space are becoming less transparent, says Rishi Bommasani, Society Lead at the Center for Research on Foundation Models (CRFM), within Stanford HAI. For example, OpenAI, which has the word “open” right in its name, has clearly stated that it will not be transparent about most aspects of its flagship model, GPT-4.Business[#item_full_content]

Visitors to a Ukrainian news website on the evening of February 18 2022, were greeted by a familiar sight, a video of their president giving a speech. While the resemblance was there, the face seemed slightly out of sync with the head of the Ukrainian president.Visitors to a Ukrainian news website on the evening of February 18 2022, were greeted by a familiar sight, a video of their president giving a speech. While the resemblance was there, the face seemed slightly out of sync with the head of the Ukrainian president.Machine learning & AI[#item_full_content]