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Testing LLM-based software is expensive: each input needs several sampled responses, each judged by a costly oracle. Further, every prompt or model change calls for re-testing. Pre-generation adequacy measures cut this c...
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This book delves into the fundamental mathematical concepts that underpin the field of machine learning, providing a comprehensive exploration of the mathematical principles behind algorithms and models....
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This article examines the role creative and cultural higher education plays in the top-down development of Astana -- the new capital of Kazakhstan. Drawing on a mapping of higher education institutions in Kazakhstan's ol...
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Career and technical education (also known as vocational education) has been in existence since at least the 19th century as a means of preparing students for employment. However, for much of the 20th century, it also ha...
