With advances in the field of machine learning, precisely algorithms for recommendation systems, robot assistants are envisioned to become more present in the hospitality industry. Additionally, the COVID-19 pandemic has also highlighted the need to...
Terabytes of data are collected by wind turbine manufacturers from their fleets every day. And yet, a lack of data access and sharing impedes exploiting the full potential of the data. We present a distributed machine learning approach that preserves...
Federated Learning (FL) presents a robust paradigm for privacy-preserving, decentralized machine learning. However, a significant gap persists between the theoretical design of FL algorithms and their practical performance, largely because existing e...
Large language models (LLMs) enabled dialogue systems have become one of the central modes in human-machine interaction, which bring about vast amounts of conversation logs and increasing demand for dialogue generation. The dialogue's life-cycle span...
This paper evaluates the different tasks carried out in the translation of pronominal anaphora in a machine translation (MT) system. The MT interlingua approach named AGIR (Anaphora Generation with an Interlingua Representation) improves upon other p...
# Introduction The history of the philosophy of mind in the 20th and early 21st centuries can be read as a constant race to demystify thought. Ever since Alan Turing proposed his famous imitation gam...
Multi-cancer early detection (MCED) tests are blood tests that use machine-learning to identify markers that may indicate the presence of early-stage cancer cells somewhere in the body.
We consider how fair treatment in society for people with disabilities might be impacted by the rise in the use of artificial intelligence, and especially machine learning methods. We argue that fairness for people with disabilities is different to f...
workplace wellness through task automation, human-machine collaboration, personalized well-being support which includes corporate wellness retreats, and
Knowledge extraction is a fundamental notion, modelling machine possession of values (witnesses) in a computational complexity sense. The notion provides an essential tool for cryptographic protocol design and analysis, enabling one to argue about...
We identify label errors in the test sets of 10 of the most commonly-used computer vision, natural language, and audio datasets, and subsequently study the potential for these label errors to affect benchmark results. Errors in test sets are numerous...
In this paper, we present a localized and culturally adapted Estonian translation of the test set from the widely used commonsense reasoning benchmark, WinoGrande. We detail the translation and adaptation process carried out by translation specialist...
The problem of f-divergence estimation is important in the fields of machine learning, information theory, and statistics. While several nonparametric divergence estimators exist, relatively few have known convergence properties. In particular, even...
See Google Translate's machine translation of 'query'. In other languages: French | Italian | Portuguese | Romanian | German | Dutch | Swedish | Russian | Polish | Czech | Greek | Turkish | Chinese | …
Advances in machine learning technology have enabled real-time extraction of semantic information in signals which can revolutionize signal processing techniques and improve their performance significantly for the next generation of applications. Wit...
See Google Translate's machine translation of 'ratificamos'. In other languages: French | Portuguese | Italian | German | Dutch | Swedish | Polish | Romanian | Czech | Greek | Turkish | Chinese | …
Retrieved 3 July 2024. "Microsoft joins forces with Australian Institute for Machine Learning to soar into space". Microsoft. Redmond, Washington. 9 September
The oil and gas industry is awash with sub-surface data, which is used to characterize the rock and fluid properties beneath the seabed. This in turn drives commercial decision making and exploration, but the industry currently relies upon highly man...
Education Archived 2011-07-18 at the Wayback Machine," Palestinian Refugee ResearchNet blog, 20 December 2010. "Hamas castigates UNRWA for taking students to
Taba". Archived 13 March 2022 at the Wayback Machine Palestinian Refugee ResearchNet. 16 July 2002. 10 December 2020. Salem, Tanja. "Palestinian Refugees"