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pro vyhledávání: '"Creager A"'
Tools for analyzing character portrayal in fiction are valuable for writers and literary scholars in developing and interpreting compelling stories. Existing tools, such as visualization tools for analyzing fictional characters, primarily rely on exp
Externí odkaz:
http://arxiv.org/abs/2412.04576
Autor:
Solanki, Rushabh, Creager, Elliot
The deployment of AI in consumer products is currently focused on the use of so-called foundation models, large neural networks pre-trained on massive corpora of digital records. This emphasis on scaling up datasets and pre-training computation raise
Externí odkaz:
http://arxiv.org/abs/2411.13546
Autor:
Hu, Wei, Li, Pei, Rogg, Arno, Schepelmann, Alexander, Creager, Colin, Chandler, Samuel, Kamrin, Ken, Negrut, Dan
Recently, there has been a surge of international interest in extraterrestrial exploration targeting the Moon, Mars, the moons of Mars, and various asteroids. This contribution discusses how current state-of-the-art Earth-based testing for designing
Externí odkaz:
http://arxiv.org/abs/2405.11001
Autor:
Creager, Elliot, Zemel, Richard
Research on algorithmic recourse typically considers how an individual can reasonably change an unfavorable automated decision when interacting with a fixed decision-making system. This paper focuses instead on the online setting, where system parame
Externí odkaz:
http://arxiv.org/abs/2401.00055
Designing deep neural network classifiers that perform robustly on distributions differing from the available training data is an active area of machine learning research. However, out-of-distribution generalization for regression-the analogous probl
Externí odkaz:
http://arxiv.org/abs/2312.17463
Autor:
Creager, Elliot
Machine Learning (ML) is an expressive framework for turning data into computer programs. Across many problem domains -- both in industry and policy settings -- the types of computer programs needed for accurate prediction or optimal control are diff
Externí odkaz:
http://arxiv.org/abs/2312.12597
Fair decision making has largely been studied with respect to a single decision. Here we investigate the notion of fairness in the context of sequential decision making where multiple stakeholders can be affected by the outcomes of decisions. We obse
Externí odkaz:
http://arxiv.org/abs/2312.04772
Modeling the mechanics of fluid in complex scenes is vital to applications in design, graphics, and robotics. Learning-based methods provide fast and differentiable fluid simulators, however most prior work is unable to accurately model how fluids in
Externí odkaz:
http://arxiv.org/abs/2304.06197
In many places, tectonic tremor is observed in relation to slow slip and can be used as a proxy to study slow slip events of moderate magnitude where surface deformation is hidden in Global Navigation Satellite System (GNSS) noise. However, when no c
Externí odkaz:
http://arxiv.org/abs/2212.14592
Autor:
Ducellier, Ariane, Creager, Kenneth C.
Low-frequency earthquakes (LFEs) are small magnitude earthquakes, with typical magnitude less than 2, and reduced amplitudes at frequencies greater than 10 Hz relative to ordinary small earthquakes. Their occurrence is often associated with tectonic
Externí odkaz:
http://arxiv.org/abs/2212.14581