Center for Statistics & Machine Learning

2024

Benchmark suites instead of leaderboards for evaluating AI fairness

Wang, A., Hertzmann, A. & Russakovsky, O., Nov 8 2024, In: Patterns. 5, 11, 101080.

Research output: Contribution to journal › Review article › peer-review

Open Access

Computational Methods for Predicting Key Interactions in T Cell–Mediated Adaptive Immunity

Ehrlich, R., Glynn, E., Singh, M. & Ghersi, D., Aug 23 2024, In: Annual review of biomedical data science. 7, 1, p. 295-316 22 p.

Research output: Contribution to journal › Review article › peer-review

1 Scopus citations

Current and future directions in network biology

Zitnik, M., Li, M. M., Wells, A., Glass, K., Gysi, D. M., Krishnan, A., Murali, T. M., Radivojac, P., Roy, S., Baudot, A., Bozdag, S., Chen, D. Z., Cowen, L., Devkota, K., Gitter, A., Gosline, S. J. C., Gu, P., Guzzi, P. H., Huang, H. & Jiang, M. & 17 others, Kesimoglu, Z. N., Koyuturk, M., Ma, J., Pico, A. R., Przulj, N., Przytycka, T. M., Raphael, B. J., Ritz, A., Sharan, R., Shen, Y., Singh, M., Slonim, D. K., Tong, H., Yang, X. H., Yoon, B. J., Yu, H. & Milenkovic, T., 2024, In: Bioinformatics Advances. 4, 1, vbae099.

Research output: Contribution to journal › Review article › peer-review

Open Access

7 Scopus citations

Deep Learning Sequence Models for Transcriptional Regulation

Sokolova, K., Chen, K. M., Hao, Y., Zhou, J. & Troyanskaya, O. G., Aug 27 2024, In: Annual Review of Genomics and Human Genetics. 25, 1, p. 105-122 18 p.

Research output: Contribution to journal › Review article › peer-review

4 Scopus citations

Fast and Flexible Multiagent Decision-Making

Leonard, N. E., Bizyaeva, A. & Franci, A., Jul 10 2024, In: Annual Review of Control, Robotics, and Autonomous Systems. 7, 1, p. 19-45 27 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

16 Scopus citations

REFORMS: Consensus-based Recommendations for Machine-learning- based Science

Kapoor, S., Cantrell, E. M., Peng, K., Pham, T. H., Bail, C. A., Gundersen, O. E., Hofman, J. M., Hullman, J., Lones, M. A., Malik, M. M., Nanayakkara, P., Poldrack, R. A., Raji, I. D., Roberts, M., Salganik, M. J., Serra-Garcia, M., Stewart, B. M., Vandewiele, G. & Narayanan, A., May 2024, In: Science Advances. 10, 18, eadk3452.

Research output: Contribution to journal › Review article › peer-review

Open Access

13 Scopus citations

Replies to commentaries on beyond playing 20 questions with nature

Almaatouq, A., Griffiths, T. L., Suchow, J. W., Whiting, M. E., Evans, J. & Watts, D. J., Feb 5 2024, In: Behavioral and Brain Sciences. 47, e33.

Research output: Contribution to journal › Review article › peer-review

Open Access

3 Scopus citations

Sculpting new visual categories into the human brain

Iordan, C. R., Ritvo, V. J. H., Norman, K. A., Turk-Browne, N. & Cohen, J. D., Dec 10 2024, In: Proceedings of the National Academy of Sciences of the United States of America. 121, 50, e2410445121.

Research output: Contribution to journal › Review article › peer-review

Open Access

1 Scopus citations

The relational bottleneck as an inductive bias for efficient abstraction

Webb, T. W., Frankland, S. M., Altabaa, A., Segert, S., Krishnamurthy, K., Campbell, D., Russin, J., Giallanza, T., O'Reilly, R., Lafferty, J. & Cohen, J. D., Sep 2024, In: Trends in Cognitive Sciences. 28, 9, p. 829-843 15 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

3 Scopus citations

2023

Achieving the UN's sustainable energy targets through dynamic operating limits

Tushar, W., Azim, M. I., Alam, M. R., Yuen, C., Sharma, R., Saha, T. & Poor, H. V., Jul 21 2023, In: iScience. 26, 7, 107194.

Research output: Contribution to journal › Review article › peer-review

Open Access

7 Scopus citations

On the hazards of relating representations and inductive biases

Griffiths, T. L., Kumar, S. & McCoy, R. T., Sep 28 2023, In: Behavioral and Brain Sciences. 46, e275.

Research output: Contribution to journal › Review article › peer-review

Peer-to-Peer Energy Sharing: A Comprehensive Review

Tushar, W., Nizami, S., Azim, M. I., Yuen, C., Smith, D. B., Saha, T. & Poor, H. V., 2023, In: Foundations and Trends in Electric Energy Systems. 6, 1, p. 1-82 82 p.

Research output: Contribution to journal › Review article › peer-review

6 Scopus citations

2022

Cognitive Science as a Source of Forward and Inverse Models of Human Decisions for Robotics and Control

Ho, M. K. & Griffiths, T. L., 2022, In: Annual Review of Control, Robotics, and Autonomous Systems. 5, p. 33-53 21 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

26 Scopus citations

Energy system digitization in the era of AI: A three-layered approach toward carbon neutrality

Xie, L., Huang, T., Zheng, X., Liu, Y., Wang, M., Vittal, V., Kumar, P. R., Shakkottai, S. & Cui, Y., Dec 9 2022, In: Patterns. 3, 12, 100640.

Research output: Contribution to journal › Review article › peer-review

Open Access

7 Scopus citations

Physical Layer Anonymous Precoding: The Path to Privacy-Preserving Communications

Wei, Z., Masouros, C., Poor, H. V., Petropulu, A. P. & Hanzo, L., Apr 1 2022, In: IEEE Wireless Communications. 29, 2, p. 154-160 7 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

11 Scopus citations

Regression Discontinuity Designs

Cattaneo, M. D. & Titiunik, R., 2022, In: Annual Review of Economics. 14, p. 821-851 31 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

77 Scopus citations

Transactive energy for low voltage residential networks: A review

Nizami, S., Tushar, W., Hossain, M. J., Yuen, C., Saha, T. & Poor, H. V., Oct 1 2022, In: Applied Energy. 323, 119556.

Research output: Contribution to journal › Review article › peer-review

Open Access

22 Scopus citations

2021

Dark Energy Survey Year 3 results: Redshift calibration of the weak lensing source galaxies

Myles, J., Alarcon, A., Amon, A., Sánchez, C., Everett, S., DeRose, J., McCullough, J., Gruen, D., Bernstein, G. M., Troxel, M. A., Dodelson, S., Campos, A., MacCrann, N., Yin, B., Raveri, M., Amara, A., Becker, M. R., Choi, A., Cordero, J. & Eckert, K. & 88 others, Gatti, M., Giannini, G., Gschwend, J., Gruendl, R. A., Harrison, I., Hartley, W. G., Huff, E. M., Kuropatkin, N., Lin, H., Masters, D., Miquel, R., Prat, J., Roodman, A., Rykoff, E. S., Sevilla-Noarbe, I., Sheldon, E., Wechsler, R. H., Yanny, B., Abbott, T. M. C., Aguena, M., Allam, S., Annis, J., Bacon, D., Bertin, E., Bhargava, S., Bridle, S. L., Brooks, D., Burke, D. L., Carnero Rosell, A., Carrasco Kind, M., Carretero, J., Castander, F. J., Conselice, C., Costanzi, M., Crocce, M., Da Costa, L. N., Pereira, M. E. S., Desai, S., Diehl, H. T., Eifler, T. F., Elvin-Poole, J., Evrard, A. E., Ferrero, I., Ferté, A., Flaugher, B., Fosalba, P., Frieman, J., García-Bellido, J., Gaztanaga, E., Giannantonio, T., Hinton, S. R., Hollowood, D. L., Honscheid, K., Hoyle, B., Huterer, D., James, D. J., Krause, E., Kuehn, K., Lahav, O., Lima, M., Maia, M. A. G., Marshall, J. L., Martini, P., Melchior, P., Menanteau, F., Mohr, J. J., Morgan, R., Muir, J., Ogando, R. L. C., Palmese, A., Paz-Chinchón, F., Plazas, A. A., Rodriguez-Monroy, M., Samuroff, S., Sanchez, E., Scarpine, V., Secco, L. F., Serrano, S., Smith, M., Soares-Santos, M., Suchyta, E., Swanson, M. E. C., Tarle, G., Thomas, D., To, C., Varga, T. N., Weller, J. & Wester, W., Aug 1 2021, In: Monthly Notices of the Royal Astronomical Society. 505, 3, p. 4249-4277 29 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

124 Scopus citations

Decoding disease: from genomes to networks to phenotypes

Wong, A. K., Sealfon, R. S. G., Theesfeld, C. L. & Troyanskaya, O. G., Dec 2021, In: Nature Reviews Genetics. 22, 12, p. 774-790 17 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

59 Scopus citations

From convolutional neural networks to models of higher-level cognition (and back again)

Battleday, R. M., Peterson, J. C. & Griffiths, T. L., Dec 2021, In: Annals of the New York Academy of Sciences. 1505, 1, p. 55-78 24 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

27 Scopus citations

Integrating explanation and prediction in computational social science

Hofman, J. M., Watts, D. J., Athey, S., Garip, F., Griffiths, T. L., Kleinberg, J., Margetts, H., Mullainathan, S., Salganik, M. J., Vazire, S., Vespignani, A. & Yarkoni, T., Jul 8 2021, In: Nature. 595, 7866, p. 181-188 8 p.

Research output: Contribution to journal › Review article › peer-review

206 Scopus citations

Is Activity Silent Working Memory Simply Episodic Memory?

Beukers, A. O., Buschman, T. J., Cohen, J. D. & Norman, K. A., Apr 2021, In: Trends in Cognitive Sciences. 25, 4, p. 284-293 10 p.

Research output: Contribution to journal › Review article › peer-review

62 Scopus citations

Machine Learning for Social Science: An Agnostic Approach

Grimmer, J., Roberts, M. E. & Stewart, B. M., May 11 2021, In: Annual Review of Political Science. 24, p. 395-419 25 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

166 Scopus citations

Machine learning methods to model multicellular complexity and tissue specificity

Sealfon, R. S. G., Wong, A. K. & Troyanskaya, O. G., Aug 2021, In: Nature Reviews Materials. 6, 8, p. 717-729 13 p.

Research output: Contribution to journal › Review article › peer-review

17 Scopus citations

Present and Future of Reconfigurable Intelligent Surface-Empowered Communications [Perspectives]

Basar, E. & Vincent Poor, H., Nov 1 2021, In: IEEE Signal Processing Magazine. 38, 6, p. 146-152 7 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

76 Scopus citations

Rationalizing constraints on the capacity for cognitive control

Musslick, S. & Cohen, J. D., Sep 2021, In: Trends in Cognitive Sciences. 25, 9, p. 757-775 19 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

109 Scopus citations

Roles of retailers in the peer-to-peer electricity market: A single retailer perspective

Tushar, W., Yuen, C., Saha, T., Chattopadhyay, D., Nizami, S., Hanif, S., Alam, J. E. & Poor, H. V., Nov 19 2021, In: iScience. 24, 11, 103278.

Research output: Contribution to journal › Review article › peer-review

Open Access

23 Scopus citations

The challenge of blending in large sky surveys

Melchior, P., Joseph, R., Sanchez, J., MacCrann, N. & Gruen, D., Oct 2021, In: Nature Reviews Physics. 3, 10, p. 712-718 7 p.

Research output: Contribution to journal › Review article › peer-review

15 Scopus citations

Towards 6G wireless communication networks: vision, enabling technologies, and new paradigm shifts

You, X., Wang, C. X., Huang, J., Gao, X., Zhang, Z., Wang, M., Huang, Y., Zhang, C., Jiang, Y., Wang, J., Zhu, M., Sheng, B., Wang, D., Pan, Z., Zhu, P., Yang, Y., Liu, Z., Zhang, P., Tao, X. & Li, S. & 30 others, Chen, Z., Ma, X., Chih-Lin, I., Han, S., Li, K., Pan, C., Zheng, Z., Hanzo, L., Shen, X. S., Guo, Y. J., Ding, Z., Haas, H., Tong, W., Zhu, P., Yang, G., Wang, J., Larsson, E. G., Ngo, H. Q., Hong, W., Wang, H., Hou, D., Chen, J., Chen, Z., Hao, Z., Li, G. Y., Tafazolli, R., Gao, Y., Poor, H. V., Fettweis, G. P. & Liang, Y. C., Jan 2021, In: Science China Information Sciences. 64, 1, 110301.

Research output: Contribution to journal › Review article › peer-review

Open Access

1530 Scopus citations

2020

Bioinspiration in light harvesting and catalysis

Proppe, A. H., Li, Y. C., Aspuru-Guzik, A., Berlinguette, C. P., Chang, C. J., Cogdell, R., Doyle, A. G., Flick, J., Gabor, N. M., van Grondelle, R., Hammes-Schiffer, S., Jaffer, S. A., Kelley, S. O., Leclerc, M., Leo, K., Mallouk, T. E., Narang, P., Schlau-Cohen, G. S., Scholes, G. D. & Vojvodic, A. & 3 others, Yam, V. W. W., Yang, J. Y. & Sargent, E. H., Nov 1 2020, In: Nature Reviews Materials. 5, 11, p. 828-846 19 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

181 Scopus citations

Challenges and prospects for negawatt trading in light of recent technological developments

Tushar, W., Saha, T. K., Yuen, C., Smith, D., Ashworth, P., Poor, H. V. & Basnet, S., Nov 2020, In: Nature Energy. 5, 11, p. 834-841 8 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

58 Scopus citations

Computational Methods for Single-Particle Electron Cryomicroscopy

Singer, A. & Sigworth, F. J., May 4 2020, In: Annual review of biomedical data science. 3, p. 163-190 28 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

51 Scopus citations

Dark Energy Survey Year 3 results: Cosmology with moments of weak lensing mass maps - Validation on simulations

Gatti, M., Chang, C., Friedrich, O., Jain, B., Bacon, D., Crocce, M., Derose, J., Ferrero, I., Fosalba, P., Gaztanaga, E., Gruen, D., Harrison, I., Jeffrey, N., MacCrann, N., McClintock, T., Secco, L., Whiteway, L., Abbott, T. M. C., Allam, S. & Annis, J. & 51 others, Avila, S., Brooks, D., Buckley-Geer, E., Burke, D. L., Carnero Rosell, A., Carrasco Kind, M., Carretero, J., Cawthon, R., Da Costa, L. N., De Vicente, J., Desai, S., Diehl, H. T., Doel, P., Eifler, T. F., Estrada, J., Everett, S., Evrard, A. E., Frieman, J., Garciá-Bellido, J., Gerdes, D. W., Gruendl, R. A., Gschwend, J., Gutierrez, G., James, D. J., Johnson, M. D., Krause, E., Kuehn, K., Lima, M., Maia, M. A. G., March, M., Marshall, J. L., Melchior, P., Menanteau, F., Miquel, R., Palmese, A., Paz-Chinchón, F., Plazas, A. A., Sánchez, C., Sanchez, E., Scarpine, V., Schubnell, M., Santiago, S., Sevilla-Noarbe, I., Smith, M., Soares-Santos, M., Suchyta, E., Swanson, M. E. C., Tarle, G., Thomas, D., Troxel, M. A. & Zuntz, J., Nov 1 2020, In: Monthly Notices of the Royal Astronomical Society. 498, 3, p. 4060-4087 28 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

50 Scopus citations

Dust Reverberation Mapping in Distant Quasars from Optical and Mid-infrared Imaging Surveys

Yang, Q., Shen, Y., Liu, X., Aguena, M., Annis, J., Avila, S., Banerji, M., Bertin, E., Brooks, D., Burke, D., Rosell, A. C., Kind, M. C., Costa, L. D., Vicente, J. D., Desai, S., Diehl, H. T., Doel, P., Flaugher, B., Fosalba, P. & Frieman, J. & 30 others, Garcia-Bellido, J., Gerdes, D., Gruen, D., Gruendl, R., Gschwend, J., Gutierrez, G., Hinton, S., Hollowood, D. L., Honscheid, K., Kuropatkin, N., Maia, M., March, M., Marshall, J., Martini, P., Melchior, P., Menanteau, F., Miquel, R., Paz-Chinchon, F., Malagón, A. P., Romer, K., Sanchez, E., Scarpine, V., Schubnell, M., Serrano, S., Sevilla, I., Smith, M., Suchyta, E., Tarle, G., Varga, T. N. & Wilkinson, R., Sep 1 2020, In: Astrophysical Journal. 900, 1, 58.

Research output: Contribution to journal › Review article › peer-review

Open Access

31 Scopus citations

Eleven grand challenges in single-cell data science

Lähnemann, D., Köster, J., Szczurek, E., McCarthy, D. J., Hicks, S. C., Robinson, M. D., Vallejos, C. A., Campbell, K. R., Beerenwinkel, N., Mahfouz, A., Pinello, L., Skums, P., Stamatakis, A., Attolini, C. S. O., Aparicio, S., Baaijens, J., Balvert, M., Barbanson, B. D., Cappuccio, A. & Corleone, G. & 31 others, Dutilh, B. E., Florescu, M., Guryev, V., Holmer, R., Jahn, K., Lobo, T. J., Keizer, E. M., Khatri, I., Kielbasa, S. M., Korbel, J. O., Kozlov, A. M., Kuo, T. H., Lelieveldt, B. P. F., Mandoiu, I. I., Marioni, J. C., Marschall, T., Mölder, F., Niknejad, A., Raczkowski, L., Reinders, M., Ridder, J. D., Saliba, A. E., Somarakis, A., Stegle, O., Theis, F. J., Yang, H., Zelikovsky, A., McHardy, A. C., Raphael, B. J., Shah, S. P. & Schönhuth, A., Feb 7 2020, In: Genome biology. 21, 1, 31.

Research output: Contribution to journal › Review article › peer-review

Open Access

744 Scopus citations

High-dimensional factor model and its applications to statistical machine learning

Chen, Z., Fan, J. & Wang, D. C., Apr 1 2020, In: Scientia Sinica Mathematica. 50, 4, p. 447-490 44 p.

Research output: Contribution to journal › Review article › peer-review

3 Scopus citations

Initial results from the InSight mission on Mars

Banerdt, W. B., Smrekar, S. E., Banfield, D., Giardini, D., Golombek, M., Johnson, C. L., Lognonné, P., Spiga, A., Spohn, T., Perrin, C., Stähler, S. C., Antonangeli, D., Asmar, S., Beghein, C., Bowles, N., Bozdag, E., Chi, P., Christensen, U., Clinton, J. & Collins, G. S. & 49 others, Daubar, I., Dehant, V., Drilleau, M., Fillingim, M., Folkner, W., Garcia, R. F., Garvin, J., Grant, J., Grott, M., Grygorczuk, J., Hudson, T., Irving, J. C. E., Kargl, G., Kawamura, T., Kedar, S., King, S., Knapmeyer-Endrun, B., Knapmeyer, M., Lemmon, M., Lorenz, R., Maki, J. N., Margerin, L., McLennan, S. M., Michaut, C., Mimoun, D., Mittelholz, A., Mocquet, A., Morgan, P., Mueller, N. T., Murdoch, N., Nagihara, S., Newman, C., Nimmo, F., Panning, M., Pike, W. T., Plesa, A. C., Rodriguez, S., Rodriguez-Manfredi, J. A., Russell, C. T., Schmerr, N., Siegler, M., Stanley, S., Stutzmann, E., Teanby, N., Tromp, J., van Driel, M., Warner, N., Weber, R. & Wieczorek, M., Mar 1 2020, In: Nature Geoscience. 13, 3, p. 183-189 7 p.

Research output: Contribution to journal › Review article › peer-review

349 Scopus citations

Machine learning, the kidney, and genotype–phenotype analysis

Sealfon, R. S. G., Mariani, L. H., Kretzler, M. & Troyanskaya, O. G., Jun 2020, In: Kidney International. 97, 6, p. 1141-1149 9 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

31 Scopus citations

Observation and confirmation of nine strong-lensing systems in Dark Energy Survey Year 1 data

DES Collaboration, May 1 2020, In: Monthly Notices of the Royal Astronomical Society. 494, 1, p. 1308-1322 15 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

7 Scopus citations

Recent Scalability Improvements for Semidefinite Programming with Applications in Machine Learning, Control, and Robotics

Majumdar, A., Hall, G. & Ahmadi, A. A., May 3 2020, In: Annual Review of Control, Robotics, and Autonomous Systems. 3, p. 331-360 30 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

63 Scopus citations

Reward prediction errors create event boundaries in memory

Rouhani, N., Norman, K. A., Niv, Y. & Bornstein, A. M., Oct 2020, In: Cognition. 203, 104269.

Research output: Contribution to journal › Review article › peer-review

Open Access

69 Scopus citations

Seismic wavefield imaging of Earth’s interior across scales

Tromp, J., Jan 2020, In: Nature Reviews Earth and Environment. 1, 1, p. 40-53 14 p.

Research output: Contribution to journal › Review article › peer-review

121 Scopus citations

The Human Tumor Atlas Network: Charting Tumor Transitions across Space and Time at Single-Cell Resolution

Human Tumor Atlas Network, Apr 16 2020, In: Cell. 181, 2, p. 236-249 14 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

325 Scopus citations

The SPTPoL extended cluster survey

Bleem, L. E., Bocquet, S., Stalder, B., Gladders, M. D., Ade, P. A. R., Allen, S. W., Anderson, A. J., Annis, J., Ashby, M. L. N., Austermann, J. E., Avila, S., Avva, J. S., Bayliss, M., Beall, J. A., Bechtol, K., Bender, A. N., Benson, B. A., Bertin, E., Bianchini, F. & Blake, C. & 118 others, Brodwin, M., Brooks, D., Buckley-Geer, E., Burke, D. L., Carlstrom, J. E., Carnero Rosell, A., Carrasco Kind, M., Carretero, J., Chang, C. L., Chiang, H. C., Citron, R., Corbett Moran, C., Costanzi, M., Crawford, T. M., Crites, A. T., da Costa, L. N., de Haan, T., de Vicente, J., Desai, S., Diehl, H. T., Dietrich, J. P., Dobbs, M. A., Eifler, T. F., Everett, W., Flaugher, B., Floyd, B., Frieman, J., Gallicchio, J., García-Bellido, J., George, E. M., Gerdes, D. W., Gilbert, A., Gruen, D., Gruendl, R. A., Gschwend, J., Gupta, N., Gutierrez, G., Halverson, N. W., Harrington, N., Henning, J. W., Heymans, C., Holder, G. P., Hollowood, D. L., Holzapfel, W. L., Honscheid, K., Hrubes, J. D., Huang, N., Hubmayr, J., Irwin, K. D., James, D. J., Jeltema, T., Joudaki, S., Khullar, G., Klein, M., Knox, L., Kuropatkin, N., Lee, A. T., Li, D., Lidman, C., Lowitz, A., MacCrann, N., Mahler, G., Maia, M. A. G., Marshall, J. L., McDonald, M., McMahon, J. J., Melchior, P., Menanteau, F., Meyer, S. S., Miquel, R., Mocanu, L. M., Mohr, J. J., Montgomery, J., Nadolski, A., Natoli, T., Nibarger, J. P., Noble, G., Novosad, V., Padin, S., Palmese, A., Parkinson, D., Patil, S., Paz-Chinchón, F., Plazas, A. A., Pryke, C., Ramachandra, N. S., Reichardt, C. L., Remolina González, J. D., Romer, A. K., Roodman, A., Ruhl, J. E., Rykoff, E. S., Saliwanchik, B. R., Sanchez, E., Saro, A., Sayre, J. T., Schaffer, K. K., Schrabback, T., Serrano, S., Sharon, K., Sievers, C., Smecher, G., Smith, M., Soares-Santos, M., Stark, A. A., Story, K. T., Suchyta, E., Tarle, G., Tucker, C., Vanderlinde, K., Veach, T., Vieira, J. D., Wang, G., Weller, J., Whitehorn, N., Wu, W. L. K., Yefremenko, V. & Zhang, Y., Mar 2020, In: Astrophysical Journal, Supplement Series. 247, 1, 25.

Research output: Contribution to journal › Review article › peer-review

Open Access

162 Scopus citations

Understanding exploration in humans and machines by formalizing the function of curiosity

Dubey, R. & Griffiths, T. L., Oct 2020, In: Current Opinion in Behavioral Sciences. 35, p. 118-124 7 p.

Research output: Contribution to journal › Review article › peer-review

13 Scopus citations

Understanding Human Intelligence through Human Limitations

Griffiths, T. L., Nov 2020, In: Trends in Cognitive Sciences. 24, 11, p. 873-883 11 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

44 Scopus citations

Weak lensing of Type Ia Supernovae from the Dark Energy Survey

DES Collaboration, 2020, In: Monthly Notices of the Royal Astronomical Society. 496, 3, p. 4051-4059 9 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

8 Scopus citations

2019

Attentional bias in depression: understanding mechanisms to improve training and treatment

Mennen, A. C., Norman, K. A. & Turk-Browne, N. B., Oct 2019, In: Current Opinion in Psychology. 29, p. 266-273 8 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

82 Scopus citations

A unified framework for stochastic optimization

Powell, W. B., Jun 16 2019, In: European Journal of Operational Research. 275, 3, p. 795-821 27 p.

Research output: Contribution to journal › Review article › peer-review

201 Scopus citations

Candidate massive galaxies at z ∼ 4 in the Dark Energy Survey

Guarnieri, P., Maraston, C., Thomas, D., Pforr, J., Gonzalez-Perez, V., Etherington, J., Carlsen, J., Morice-Atkinson, X., Conselice, C. J., Gschwend, J., Kind, M. C., Abbott, T., Allam, S., Brooks, D., Burke, D., Rosell, A. C., Carretero, J., Cunha, C., D'Andrea, C. & Da Costa, L. & 35 others, De Vincente, J., DePoy, D., Thomas Diehl, H., Doel, P., Frieman, J., Garcia-Bellido, J., Gruen, D., Gutierrez, G., Hanley, D., Hollowood, D., Honscheid, K., James, D., Jeltema, T., Kuehn, K., Lima, M., Maia, M. A. G., Marshall, J., Martini, P., Melchior, P., Menanteau, F., Miquel, R., PlazasMalagon, A., Richardson, S., Romer, K., Sanchez, E., Scarpine, V., Schindler, R., Sevilla, I., Smith, M., Soares-Santos, M., Sobreira, F., Suchyta, E., Tarle, G., Walker, A. & Wester, W., Mar 1 2019, In: Monthly Notices of the Royal Astronomical Society. 483, 3, p. 3060-3081 22 p.

Research output: Contribution to journal › Review article › peer-review

Open Access

18 Scopus citations

Center for Statistics & Machine Learning

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