Search Results - "Wagstaff, Kiri L."

Machine learning for healthcare that matters: Reorienting from technical novelty to equitable impact by Balagopalan, Aparna, Baldini, Ioana, Celi, Leo Anthony, Gichoya, Judy, McCoy, Liam G, Naumann, Tristan, Shalit, Uri, van der Schaar, Mihaela, Wagstaff, Kiri L

“…Despite significant technical advances in machine learning (ML) over the past several years, the tangible impact of this technology in healthcare has been…”
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Machine learning for science and society by Rudin, Cynthia, Wagstaff, Kiri L.

“…The special issue on “Machine Learning for Science and Society” showcases machine learning work with influence on our current and future society. These papers…”
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Resource Consumption and Radiation Tolerance Assessment for Data Analysis Algorithms Onboard Spacecraft by Doran, Gary, Daigavane, Ameya, Wagstaff, Kiri L.

“…Spacecraft operating at great distances experience limited data bandwidth and high latency for communication with Earth. Data analysis algorithms that operate…”
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Comparison of novelty detection methods for multispectral images in rover-based planetary exploration missions by Kerner, Hannah R., Wagstaff, Kiri L., Bue, Brian D., Wellington, Danika F., Jacob, Samantha, Horton, Paul, Bell, James F., Kwan, Chiman, Ben Amor, Heni

“…Science teams for rover-based planetary exploration missions like the Mars Science Laboratory Curiosity rover have limited time for analyzing new data before…”
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Evaluation of wet and dry recurring slope lineae (RSL) formation mechanisms based on quantitative mapping of RSL in Garni Crater, Valles Marineris, Mars by Stillman, David E., Bue, Brian D., Wagstaff, Kiri L., Primm, Katherine M., Michaels, Tim I., Grimm, Robert E.

“…Recurring slope lineae (RSL) are narrow (0.5–5 m) low-albedo features that incrementally lengthen down steep slopes during warm seasons, fade in colder…”
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A Machine Learning Classifier for Fast Radio Burst Detection at the VLBA by Wagstaff, Kiri L., Tang, Benyang, Thompson, David R., Khudikyan, Shakeh, Wyngaard, Jane, Deller, Adam T., Palaniswamy, Divya, Tingay, Steven J., Wayth, Randall B.

“…Time domain radio astronomy observing campaigns frequently generate large volumes of data. Our goal is to develop automated methods that can identify events of…”
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Toward Generalized Change Detection on Planetary Surfaces With Convolutional Autoencoders and Transfer Learning by Kerner, Hannah Rae, Wagstaff, Kiri L., Bue, Brian D., Gray, Patrick C., Bell, James F., Ben Amor, Heni

“…Ongoing planetary exploration missions are returning large volumes of image data. Identifying surface changes in these images, e.g., new impact craters, is…”
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Machine learning in space: extending our reach by McGovern, Amy, Wagstaff, Kiri L.

“…We introduce the challenge of using machine learning effectively in space applications and motivate the domain for future researchers. Machine learning can be…”
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Automated Classification to Improve the Efficiency of Weeding Library Collections by Wagstaff, Kiri L., Liu, Geoffrey Z.

“…Previous studies have shown that weeding a library collection benefits patrons and increases circulation rates. However, the time required to review the…”
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Marginalia in the digital age: Are digital reading devices meeting the needs of today's readers? by Ramdarshan Bold, Melanie, Wagstaff, Kiri L.

“…For centuries, readers have added marginal commentary to books for a variety of personal and public purposes. Historians have mined the marginalia of important…”
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LIMITS ON FAST RADIO BURSTS FROM FOUR YEARS OF THE V-FASTR EXPERIMENT by Burke-Spolaor, S., Trott, Cathryn M., Brisken, Walter F., Deller, Adam T., Majid, Walid A., Palaniswamy, Divya, Thompson, David R., Tingay, Steven J., Wagstaff, Kiri L., Wayth, Randall B.

“…ABSTRACT The V-FASTR experiment on the Very Long Baseline Array was designed to detect dispersed pulses of milliseconds in duration, such as fast radio bursts…”
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V-FASTR: The VLBA Fast Radio Transients Experiment by Wayth, Randall B, Brisken, Walter F, Deller, Adam T, Majid, Walid A, Thompson, David R, Tingay, Steven J, Wagstaff, Kiri L

“…Recent discoveries of dispersed, non-periodic impulsive radio signals with single-dish radio telescopes have sparked significant interest in exploring the…”
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AUTONOMOUS REAL-TIME DETECTION OF PLUMES AND JETS FROM MOONS AND COMETS by Wagstaff, Kiri L, Thompson, David R, BUE, BRIAN D, Fuchs, Thomas J

“…Dynamic activity on the surface of distant moons, asteroids, and comets can manifest as jets or plumes. These phenomena provide information about the interior…”
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Integrating Novelty Detection Capabilities with MSL Mastcam Operations to Enhance Data Analysis by Horton, Paul, Kerner, Hannah R., Jacob, Samantha, Cisneros, Ernest, Wagstaff, Kiri L., Bell, James

“…While innovations in scientific instrumentation have pushed the boundaries of Mars rover mission capabilities, the increase in data complexity has pressured…”
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Domain-Agnostic Outlier Ranking Algorithms—A Configurable Pipeline for Facilitating Outlier Detection in Scientific Datasets by Kerner, Hannah R., Rebbapragada, Umaa, Wagstaff, Kiri L., Lu, Steven, Dubayah, Bryce, Huff, Eric, Lee, Jake, Raman, Vinay, Kulshrestha, Sakshum

“…Automatic detection of outliers is universally needed when working with scientific datasets, e.g., for cleaning datasets or flagging novel samples to guide…”
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COSMIC: Content-based Onboard Summarization to Monitor Infrequent Change by Doran, Gary, Lu, Steven, Liukis, Maria, Mandrake, Lukas, Rebbapragada, Umaa, Wagstaff, Kiri L., Young, Jimmie, Langert, Erik, Braunegg, Anneliese, Horton, Paul, Jeong, Daniel, Trockman, Asher

“…Interplanetary exploration occurs at vast distances that severely limit communication bandwidth to spacecraft exploring other planets. It is possible to…”
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A FRAMEWORK FOR INTERPRETING FAST RADIO TRANSIENTS SEARCH EXPERIMENTS: APPLICATION TO THE V-FASTR EXPERIMENT by Trott, Cathryn M, Tingay, Steven J, Wayth, Randall B, Thompson, David R, Deller, Adam T, Brisken, Walter F, Wagstaff, Kiri L, Majid, Walid A, Burke-Spolaor, Sarah, Macquart, Jean-Pierre R, Palaniswamy, Divya

“…We define a framework for determining constraints on the detection rate of fast transient events from a population of underlying sources, with a view to…”
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Detection of Fast Radio Transients with Multiple Stations: A Case Study Using the Very Long Baseline Array by Thompson, David R, Wagstaff, Kiri L, Brisken, Walter F, Deller, Adam T, Majid, Walid A, Tingay, Steven J, Wayth, Randall B

“…Recent investigations reveal an important new class of transient radio phenomena that occur on submillisecond timescales. Often, transient surveys' data…”
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Characterization of a sulfur-rich Arctic spring site and field analog to Europa using hyperspectral data by Gleeson, Damhnait F., Pappalardo, Robert T., Grasby, Steven E., Anderson, Mark S., Beauchamp, Benoit, Castaño, Rebecca, Chien, Steve A., Doggett, Thomas, Mandrake, Lukas, Wagstaff, Kiri L.

“…A unique glacial spring system exists at Borup Fiord pass, in the Canadian High Arctic, emerging from a glacial surface and depositing elemental sulfur, gypsum…”
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Real-Time Adaptive Event Detection in Astronomical Data Streams by Thompson, David R., Burke-Spolaor, Sarah, Deller, Adam T., Majid, Walid A., Palaniswamy, Divya, Tingay, Steven J., Wagstaff, Kiri L., Wayth, Randall B.

“…A new generation of observational science instruments is dramatically increasing collected data volumes in a range of fields. These instruments include the…”
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