Using machine learning for discovery in synoptic survey imaging data von Brink, Henrik, Richards, Joseph W., Poznanski, Dovi, Bloom, Joshua S., Rice, John, Negahban, Sahand, Wainwright, Martin

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Exclusion of a luminous red giant as a companion star to the progenitor of supernova SN 2011fe von Li, Weidong, Bloom, Joshua S., Podsiadlowski, Philipp, Miller, Adam A., Cenko, S. Bradley, Jha, Saurabh W., Sullivan, Mark, Howell, D. Andrew, Nugent, Peter E., Butler, Nathaniel R., Ofek, Eran O., Kasliwal, Mansi M., Richards, Joseph W., Stockton, Alan, Shih, Hsin-Yi, Bildsten, Lars, Shara, Michael M., Bibby, Joanne, Filippenko, Alexei V., Ganeshalingam, Mohan, Silverman, Jeffrey M., Kulkarni, S. R., Law, Nicholas M., Poznanski, Dovi, Quimby, Robert M., McCully, Curtis, Patel, Brandon, Maguire, Kate, Shen, Ken J.

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Semi-supervised learning for photometric supernova classification von Richards, Joseph W., Homrighausen, Darren, Freeman, Peter E., Schafer, Chad M., Poznanski, Dovi

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Results from the Supernova Photometric Classification Challenge von Kessler, Richard, Bassett, Bruce, Belov, Pavel, Bhatnagar, Vasudha, Campbell, Heather, Conley, Alex, Frieman, Joshua A., Glazov, Alexandre, González-Gaitán, Santiago, Hlozek, Renée, Jha, Saurabh, Kuhlmann, Stephen, Kunz, Martin, Lampeitl, Hubert, Mahabal, Ashish, Newling, James, Nichol, Robert C., Parkinson, David, Philip, Ninan Sajeeth, Poznanski, Dovi, Richards, Joseph W., Rodney, Steven A., Sako, Masao, Schneider, Donald P., Smith, Mathew, Stritzinger, Maximilian, Varughese, Melvin

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On Machine-learned Classification of Variable Stars with Sparse and Noisy Time-series Data von Richards, Joseph W, Starr, Dan L, Butler, Nathaniel R, Bloom, Joshua S, Brewer, John M, Crellin-Quick, Arien, Higgins, Justin, Kennedy, Rachel, Rischard, Maxime

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CONSTRUCTION OF A CALIBRATED PROBABILISTIC CLASSIFICATION CATALOG: APPLICATION TO 50k VARIABLE SOURCES IN THE ALL-SKY AUTOMATED SURVEY von Richards, Joseph W, Starr, Dan L, Miller, Adam A, Bloom, Joshua S, Butler, Nathaniel R, Brink, Henrik, Crellin-Quick, Arien

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A mid-infrared study of RR Lyrae stars with the Wide-field Infrared Survey Explorer all-sky data release von Gavrilchenko, Tatyana, Klein, Christopher R., Bloom, Joshua S., Richards, Joseph W.

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The highly eccentric detached eclipsing binaries in ACVS and MACC von Shivvers, Isaac, Bloom, Joshua S., Richards, Joseph W.

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Evidence for dust destruction from the early-time colour change of GRB 120119A von Morgan, Adam N., Perley, Daniel A., Cenko, S. Bradley, Bloom, Joshua S., Cucchiara, Antonino, Richards, Joseph W., Filippenko, Alexei V., Haislip, Joshua B., LaCluyze, Aaron, Corsi, Alessandra, Melandri, Andrea, Cobb, Bethany E., Gomboc, Andreja, Horesh, Assaf, James, Berian, Li, Weidong, Mundell, Carole G., Reichart, Daniel E., Steele, Iain

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ACTIVE LEARNING TO OVERCOME SAMPLE SELECTION BIAS: APPLICATION TO PHOTOMETRIC VARIABLE STAR CLASSIFICATION von Richards, Joseph W, Starr, Dan L, Brink, Henrik, Miller, Adam A, Bloom, Joshua S, Butler, Nathaniel R, JAMES, J BERIAN, Long, James P, Rice, John

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Real-World Machine Learning von Brink, Henrik, Richards, Joseph, Fetherolf, Mark

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THE XMM CLUSTER SURVEY: THE STELLAR MASS ASSEMBLY OF FOSSIL GALAXIES von HARRISON, Craig D, MILLER, Christopher J, COLLINS, Chris A, DEADMAN, Paul-James, LIDDLE, Andrew R, SAHLEN, Martin, STANFORD, S. Adam, VIANA, Pedro T. P, RICHARDS, Joseph W, LLOYD-DAVIES, E. J, HOYLE, Ben, ROMER, A. Kathy, MEHRTENS, Nicola, HILTON, Matt, STOTT, John P, CAPOZZI, Diego

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Mid-infrared Period-luminosity Relations of RR Lyrae Stars Derived from the WISE Preliminary Data Release von Klein, Christopher R, Richards, Joseph W, Butler, Nathaniel R, Bloom, Joshua S

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Accurate parameter estimation for star formation history in galaxies using SDSS spectra von Richards, Joseph W., Freeman, Peter E., Lee, Ann B., Schafer, Chad M.

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Optimizing Automated Classification of Variable Stars in New Synoptic Surveys von Long, James P., Karoui, Noureddine El, Rice, John A., Richards, Joseph W., Bloom, Joshua S.

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RAPID, MACHINE-LEARNED RESOURCE ALLOCATION: APPLICATION TO HIGH-REDSHIFT GAMMA-RAY BURST FOLLOW-UP von MORGAN, A. N, LONG, James, RICHARDS, Joseph W, BRODERICK, Tamara, BUTLER, Nathaniel R, BLOOM, Joshua S

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A Bayesian approach to calibrating period-luminosity relations of RR Lyrae stars in the mid-infrared von Klein, Christopher R., Richards, Joseph W., Butler, Nathaniel R., Bloom, Joshua S.

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Exploiting Low-Dimensional Structure in Astronomical Spectra von Richards, Joseph W, Freeman, Peter E, Lee, Ann B, Schafer, Chad M

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ACTIVE LEARNING TO OVERCOME SAMPLE SELECTION BIAS: APPLICATION TO PHOTOMETRIC VARIABLE STAR CLASSIFICATION von Richards, Joseph W, Starr, Dan L, Brink, Henrik, Miller, Adam A, Bloom, Joshua S, Butler, Nathaniel R, JAMES, J BERIAN, Long, James P, Rice, John

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Weighted model-based clustering for remote sensing image analysis von Richards, Joseph W., Hardin, Johanna, Grosfils, Eric B.

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