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Scott Coughlin
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2020 – today
- 2023
- [j6]Pablo Ruiz
, Pablo Morales-Álvarez
, Scott Coughlin, Rafael Molina
, Aggelos K. Katsaggelos
:
Probabilistic fusion of crowds and experts for the search of gravitational waves. Knowl. Based Syst. 261: 110183 (2023) - 2022
- [j5]Pablo Morales-Álvarez
, Pablo Ruiz
, Scott Coughlin, Rafael Molina
, Aggelos K. Katsaggelos
:
Scalable Variational Gaussian Processes for Crowdsourcing: Glitch Detection in LIGO. IEEE Trans. Pattern Anal. Mach. Intell. 44(3): 1534-1551 (2022) - [i4]Kyle Akira Rocha, Jeff J. Andrews, Christopher P. L. Berry, Zoheyr Doctor, Pablo Marchant, Vicky Kalogera, Scott Coughlin, Simone S. Bavera, Aaron Dotter, Tassos Fragos, Konstantinos Kovlakas
, Devina Misra, Zepei Xing, Emmanouil Zapartas:
Active Learning for Computationally Efficient Distribution of Binary Evolution Simulations. CoRR abs/2203.16683 (2022) - 2021
- [j4]Elena Cuoco
, Jade Powell
, Marco Cavaglià
, Kendall Ackley
, Michal Bejger
, Chayan Chatterjee
, Michael Coughlin, Scott Coughlin, Paul Easter
, Reed Essick
, Hunter Gabbard, Timothy Gebhard
, Shaon Ghosh, Leïla Haegel, Alberto Iess
, David Keitel
, Zsuzsa Márka, Szabolcs Márka, Filip Morawski
, Tri Nguyen, Rich Ormiston, Michael Pürrer, Massimiliano Razzano
, Kai Staats, Gabriele Vajente, Daniel Williams
:
Enhancing gravitational-wave science with machine learning. Mach. Learn. Sci. Technol. 2(1): 11002 (2021) - [c4]Xu Teng, Thomas Beckler, Bradley Gannon, Benjamin Huinker, Gabriel Huinker, Koushhik Kumar, Christina Marquez, Jacob Spooner, Goce Trajcevski, Prabin Giri
, Aaron Dotter, Jeff Andrews, Scott Coughlin, Ying Qin, Juan Gabriel Serra-Perez, Nam Tran, Jaime Roman-Garja, Konstantinos Kovlakas
, Emmanouil Zapartas, Simone S. Bavera, Devina Misra, Tassos Fragos:
CSD-CMAD: Coupling Similarity and Diversity for Clustering Multivariate Astrophysics Data. SIGSPATIAL/GIS 2021: 399-402 - [c3]Xu Teng, Adam Corpstein, Joel Holm, Willis Knox, Becker Mathie, Philip R. O. Payne
, Ethan Vander Wiel, Prabin Giri
, Goce Trajcevski, Aaron Dotter, Jeff Andrews, Scott Coughlin, Ying Qin, Juan Gabriel Serra-Perez, Nam Tran, Jaime Roman-Garja, Konstantinos Kovlakas
, Emmanouil Zapartas, Simone Bavera, Devina Misra, Tassos Fragos:
CACSE: Context Aware Clustering of Stellar Evolution. SSTD 2021: 157-160 - 2020
- [j3]Corey Brian Jackson
, Carsten S. Østerlund
, Kevin Crowston
, Mahboobeh Harandi, Sarah Allen, Sara Bahaadini, Scotty Coughlin, Vicky Kalogera, Aggelos K. Katsaggelos
, Shane L. Larson, Neda Rohani, Joshua R. Smith, Laura Trouille, Michael Zevin:
Teaching citizen scientists to categorize glitches using machine learning guided training. Comput. Hum. Behav. 105: 106198 (2020) - [j2]Kevin Crowston
, Shane L. Larson, Neda Rohani, Joshua R. Smith, Laura Trouille, Michael Zevin
, Carsten S. Østerlund
, Tae Kyoung Lee, Corey Brian Jackson
, Mahboobeh Harandi, Sarah Allen, Sara Bahaadini, Scott Coughlin, Aggelos K. Katsaggelos
:
Knowledge Tracing to Model Learning in Online Citizen Science Projects. IEEE Trans. Learn. Technol. 13(1): 123-134 (2020)
2010 – 2019
- 2019
- [i3]Pablo Morales-Alvarez, Pablo Ruiz, Scott Coughlin, Rafael Molina, Aggelos K. Katsaggelos:
Scalable Variational Gaussian Processes for Crowdsourcing: Glitch Detection in LIGO. CoRR abs/1911.01915 (2019) - 2018
- [j1]Sara Bahaadini, Vahid Noroozi, Neda Rohani, Scott Coughlin, Michael Zevin, Joshua R. Smith, Vicky Kalogera, Aggelos K. Katsaggelos
:
Machine learning for Gravity Spy: Glitch classification and dataset. Inf. Sci. 444: 172-186 (2018) - [c2]Sara Bahaadini, Neda Rohani, Aggelos K. Katsaggelos
, Vahid Noroozi, Scott Coughlin, Michael Zevin:
Direct: Deep Discriminative Embedding for Clustering of Ligo Data. ICIP 2018: 748-752 - [i2]Sara Bahaadini, Vahid Noroozi, Neda Rohani, Scott Coughlin, Michael Zevin
, Aggelos K. Katsaggelos:
DIRECT: Deep Discriminative Embedding for Clustering of LIGO Data. CoRR abs/1805.02296 (2018) - 2017
- [c1]Sara Bahaadini, Neda Rohani, Scott Coughlin, Michael Zevin, Vicky Kalogera, Aggelos K. Katsaggelos
:
Deep multi-view models for glitch classification. ICASSP 2017: 2931-2935 - [i1]Sara Bahaadini, Neda Rohani, Scott Coughlin, Michael Zevin
, Vicky Kalogera, Aggelos K. Katsaggelos:
Deep Multi-view Models for Glitch Classification. CoRR abs/1705.00034 (2017)
Coauthor Index
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