Every machine learning system has hyperparameters, and the most basic task inautomated machine learning (AutoML) is to automatically set these hyperparam-eters to optimize performance. Especially recent deep neural networks cruciallydepend on a wide range of hyperparameter choices about the neural network’s archi-tecture, regularization, and optimization. Automated hyperpa…
The Newar people of the Kathmandu Valley and beyond are an ethnic group of Nepal that absorbed many cultural influences from South Asia over the past two thousand years. Their Newari language belongs to the Tibeto-Burmese language group. Their admirable musical culture saw its heyday during the rule of the later Malla kings of Bhaktapur, Patan and Kathmandu (13th to 18th centu…
Freshwater is sustaining life on our planet but is under increasing pressure due to popula-tion growth, increased water consumption and pollution as well as climate change. Facing freshwater scarcity is one of the major challenges of the 21st century and included in the Sustainable Development Goals as a fundamental target of the international community UN (2015). …
Anyone undertaking a long-term historical study of any particular field of human activity is confronted with the difficulty that the contents and boundaries of that field are inevitably fluid and change over time. The historical study of science is no exception to this. Is it possible to conceptualize science broadly enough to include what has traditionally been considered sci…
Landscape, Religion, and the Supernatural presents a summa of current and classic theorizing on religion and the supernatural in relationship to the land and develops this theorizing further by confronting it with a rich set of folkloristic and historical data. Focusing on the themes of “time and memory,” “repeating patterns,” “identity formation,” “morality,” “labor,” “pl…
Wildlife in Papua, particularly the rusa deer play significant role both in the livelihood and the culture of local people in Tanah Papua. Moreover, transmigrant communities and other ethnic groups appear to rely on wildlife hunting and utilize them for various purposes. However, the utilization of wildlife should be carried out within sustainable biological boundaries. Wildlife is part of the …
This open access book identifies various forms of heritage destruction and analyses their causes. It proposes strategies for avoiding and solving conflicts, based on integrating heritage into the 2030 Agenda for Sustainable Development. It reflects on the identity-building role of heritage, on multidimensional conflicts and the destruction of heritage, and considers conflict-solving strategies …
The ancient Greeks loved to hang around on the stoa, sip some wine, and debate. But at the end of the day, they wanted to sit back and decide who had won the argument. When Socrates claims that one statement follows from another, is it actually so? Shouldn't there be some set of rules to officially determine when an argument is correct? Thus began the formal study of logic. Many other areas of …