Research output per year
Research output per year
Research output
- 1 - 50 out of 199 results
Search results
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2024
Cosmic Neutrino Background detection with PTOLEMY
PTOLEMY Collaboration, Mar 21 2024, In: Proceedings of Science. 449, 103.Research output: Contribution to journal › Conference article › peer-review
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Electron-Ion Temperature Ratio in Transrelativistic Unmagnetized Shock Waves
Vanthieghem, A., Tsiolis, V., Fiuza, F., Sekiguchi, K., Spitkovsky, A. & Todo, Y., Jul 30 2024, In: Proceedings of Science. 461, 011.Research output: Contribution to journal › Conference article › peer-review
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Generative Marginalization Models
Liu, S., Ramadge, P. J. & Adams, R. P., 2024, In: Proceedings of Machine Learning Research. 235, p. 31773-31807 35 p.Research output: Contribution to journal › Conference article › peer-review
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PTOLEMY: Relic neutrino direct detection
The PTOLEMY Collaboration, Mar 22 2024, In: Proceedings of Science. 441, 203.Research output: Contribution to journal › Conference article › peer-review
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Slot Abstractors: Toward Scalable Abstract Visual Reasoning
Mondal, S. S., Cohen, J. D. & Webb, T. W., 2024, In: Proceedings of Machine Learning Research. 235, p. 36088-36105 18 p.Research output: Contribution to journal › Conference article › peer-review
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Understanding the Limits of Vision Language Models Through the Lens of the Binding Problem
Campbell, D., Rane, S., Giallanza, T., De Sabbata, N., Ghods, K., Joshi, A., Ku, A., Frankland, S. M., Griffiths, T. L., Cohen, J. D. & Webb, T., 2024, In: Advances in Neural Information Processing Systems. 37Research output: Contribution to journal › Conference article › peer-review
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What regulates electron injection in diffusive shock acceleration?
Gupta, S., Caprioli, D. & Spitkovsky, A., Sep 27 2024, In: Proceedings of Science. 444, 396.Research output: Contribution to journal › Conference article › peer-review
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2023
End-to-End Learning to Warm-Start for Real-Time Quadratic Optimization
Sambharya, R., Hall, G., Amos, B. & Stellato, B., 2023, In: Proceedings of Machine Learning Research. 211, p. 220-234 15 p.Research output: Contribution to journal › Conference article › peer-review
3 Scopus citations -
Systematic Visual Reasoning through Object-Centric Relational Abstraction
Webb, T. W., Mondal, S. S. & Cohen, J. D., 2023, In: Advances in Neural Information Processing Systems. 36Research output: Contribution to journal › Conference article › peer-review
5 Scopus citations -
Using Imperfect Surrogates for Downstream Inference: Design-based Supervised Learning for Social Science Applications of Large Language Models
Egami, N., Hinck, M., Stewart, B. M. & Wei, H., 2023, In: Advances in Neural Information Processing Systems. 36Research output: Contribution to journal › Conference article › peer-review
12 Scopus citations -
2022
3-D acoustic-elastic full-waveform inversion and migration of marine VSP data from Norway
Liu, Z., Hoffmann, J., Simons, F. J. & Tromp, J., Aug 15 2022, In: SEG Technical Program Expanded Abstracts. 2022-August, p. 797-801 5 p.Research output: Contribution to journal › Conference article › peer-review
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Optimal Control with Learning on the Fly: System with Unknown Drift
Gurevich, D., Goswami, D., Fefferman, C. L. & Rowley, C. W., 2022, In: Proceedings of Machine Learning Research. 168, p. 870-880 11 p.Research output: Contribution to journal › Conference article › peer-review
2 Scopus citations -
2021
Carbon nanostructures for directional light dark matter detection
Apponi, A., Cavoto, G., Mariani, C., Pandolfi, F., Rago, I., Ruocco, A., Tully, C. & Zhao, F., Apr 15 2021, In: Proceedings of Science. 390, 648.Research output: Contribution to journal › Conference article › peer-review
3 Scopus citations -
Elastic full waveform inversion of VSP data from a complex anticline in northern Iraq
Liu, Z., Hoffmann, J., Simons, F. J. & Tromp, J., 2021, In: SEG Technical Program Expanded Abstracts. 2021-September, p. 637-641 5 p.Research output: Contribution to journal › Conference article › peer-review
2 Scopus citations -
Proton radiography of non-uniform initial magnetic fields in HED plasmas
Malko, S., Johnson, C., Schaeffer, D. B., Fox, W., Fiksel, G., Bhattacharjee, A., Spitkovsky, A., Knapp, P., Ciardi, A. & Davies, J., 2021, In: Optics InfoBase Conference Papers. DF2G.5.Research output: Contribution to journal › Conference article › peer-review
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2020
High-contrast “gaudy” images improve the training of deep neural network models of visual cortex
Cowley, B. R. & Pillow, J. W., 2020, In: Advances in Neural Information Processing Systems. 2020-DecemberResearch output: Contribution to journal › Conference article › peer-review
5 Scopus citations -
Identifying signal and noise structure in neural population activity with Gaussian process factor models
Keeley, S. L., Aoi, M. C., Yu, Y., Smith, S. L. & Pillow, J. W., 2020, In: Advances in Neural Information Processing Systems. 2020-DecemberResearch output: Contribution to journal › Conference article › peer-review
16 Scopus citations -
Inferring learning rules from animal decision-making
The International Brain Laboratory, 2020, In: Advances in Neural Information Processing Systems. 2020-DecemberResearch output: Contribution to journal › Conference article › peer-review
17 Scopus citations -
Patient-Specific Effects of Medication Using Latent Force Models with Gaussian Processes
Cheng, L. F., Dumitrascu, B., Zhang, M., Chivers, C., Draugelis, M., Li, K. & Engelhardt, B. E., 2020, In: Proceedings of Machine Learning Research. 108, p. 4045-4055 11 p.Research output: Contribution to journal › Conference article › peer-review
3 Scopus citations -
Task-agnostic amortized inference of gaussian process hyperparameters
Liu, S., Sun, X., Ramadge, P. J. & Adams, R. P., 2020, In: Advances in Neural Information Processing Systems. 2020-DecemberResearch output: Contribution to journal › Conference article › peer-review
10 Scopus citations -
2019
An optimal policy for patient laboratory tests in intensive care units
Cheng, L. F., Prasad, N. & Engelhardt, B. E., 2019, In: Pacific Symposium on Biocomputing. 24, 2019, p. 320-331 12 p.Research output: Contribution to journal › Conference article › peer-review
20 Scopus citations -
Describing stress-dependent elasticity and wave propagation – new insights & connections between approaches
Sripanich, Y., Vasconcelos, I., Tromp, J. & Trampert, J., Aug 10 2019, In: SEG Technical Program Expanded Abstracts. p. 409-413 5 p.Research output: Contribution to journal › Conference article › peer-review
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Robust surface-wave full-waveform inversion
Borisov, D., Gao, F., Williamson, P., Simons, F. J. & Tromp, J., Aug 10 2019, In: SEG Technical Program Expanded Abstracts. p. 5005-5009 5 p.Research output: Contribution to journal › Conference article › peer-review
3 Scopus citations -
2018
Efficient inference for time-varying behavior during learning
Roy, N. A., Bak, J. H., Akrami, A., Brody, C. D. & Pillow, J. W., 2018, In: Advances in Neural Information Processing Systems. 2018-December, p. 5695-5705 11 p.Research output: Contribution to journal › Conference article › peer-review
17 Scopus citations -
End-to-end symmetry preserving inter-atomic potential energy model for finite and extended systems
Zhang, L., Han, J., Wang, H., Saidi, W. A., Car, R. & E, W., 2018, In: Advances in Neural Information Processing Systems. 2018-December, p. 4436-4446 11 p.Research output: Contribution to journal › Conference article › peer-review
399 Scopus citations -
Learning a latent manifold of odor representations from neural responses in piriform cortex
Wu, A., Pashkovski, S. L., Datta, S. R. & Pillow, J. W., 2018, In: Advances in Neural Information Processing Systems. 2018-December, p. 5378-5388 11 p.Research output: Contribution to journal › Conference article › peer-review
17 Scopus citations -
Model-based targeted dimensionality reduction for neuronal population data
Aoi, M. C. & Pillow, J. W., 2018, In: Advances in Neural Information Processing Systems. 2018-December, p. 6690-6699 10 p.Research output: Contribution to journal › Conference article › peer-review
15 Scopus citations -
PG-TS: Improved Thompson sampling for logistic contextual bandits
Dumitrascu, B., Feng, K. & Engelhardt Martin, B., 2018, In: Advances in Neural Information Processing Systems. 2018-December, p. 4624-4633 10 p.Research output: Contribution to journal › Conference article › peer-review
20 Scopus citations -
Power-law efficient neural codes provide general link between perceptual bias and discriminability
Morais, M. J. & Pillow, J. W., 2018, In: Advances in Neural Information Processing Systems. 2018-December, p. 5071-5080 10 p.Research output: Contribution to journal › Conference article › peer-review
13 Scopus citations -
Scaling the Poisson GLM to massive neural datasets through polynomial approximations
Zoltowski, D. M. & Pillow, J. W., 2018, In: Advances in Neural Information Processing Systems. 2018-December, p. 3517-3527 11 p.Research output: Contribution to journal › Conference article › peer-review
18 Scopus citations -
2017
A graph-theoretic approach to multitasking
Alon, N., Reichman, D., Shinkar, I., Wagner, T., Musslick, S., Cohen, J. D., Griffiths, T. L., Dey, B. & Ozcimder, K., 2017, In: Advances in Neural Information Processing Systems. 2017-December, p. 2101-2110 10 p.Research output: Contribution to journal › Conference article › peer-review
9 Scopus citations -
An error detection and correction framework for connectomics
Zung, J., Tartavull, I., Lee, K. & Seung, H. S., 2017, In: Advances in Neural Information Processing Systems. 2017-December, p. 6819-6830 12 p.Research output: Contribution to journal › Conference article › peer-review
24 Scopus citations -
Automated time-window selection based on machine learning for full-waveform inversion
Chen, Y., Hill, J. C., Lei, W., Lefebvre, M., Bozdag, E., Komatitsch, D. & Tromp, J., Aug 17 2017, In: SEG Technical Program Expanded Abstracts. p. 1604-1609 6 p.Research output: Contribution to journal › Conference article › peer-review
17 Scopus citations -
Gaussian process based nonlinear latent structure discovery in multivariate spike train data
Wu, A., Roy, N. A., Keeley, S. & Pillow, J. W., 2017, In: Advances in Neural Information Processing Systems. 2017-December, p. 3497-3506 10 p.Research output: Contribution to journal › Conference article › peer-review
73 Scopus citations -
Intelligent probing for locality sensitive hashing: Multi-probe LSH and beyond
Lv, Q., Josephson, W., Wang, Z., Charikar, M. & Li, K., Aug 1 2017, In: Proceedings of the VLDB Endowment. 10, 12, p. 2021-2024 4 p.Research output: Contribution to journal › Conference article › peer-review
14 Scopus citations -
Near-surface seismic imaging of tunnels using 3D elastic full waveform inversion
Smith, J., Borisov, D., Modrak, R., Tromp, J., Cudney, H., Moran, M., Sloan, S. D., Miller, R. D. & Peterie, S. L., Aug 17 2017, In: SEG Technical Program Expanded Abstracts. p. 2637-2641 5 p.Research output: Contribution to journal › Conference article › peer-review
4 Scopus citations -
Solving constraints over Bit-vectors with SAT-based model checking extended abstract
Vizel, Y., Nadel, A. & Malik, S., 2017, In: CEUR Workshop Proceedings. 1889Research output: Contribution to journal › Conference article › peer-review
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2016
A Bayesian method for reducing bias in neural representational similarity analysis
Cai, M. B., Schuck, N. W., Pillow, J. W. & Niv, Y., 2016, In: Advances in Neural Information Processing Systems. p. 4958-4966 9 p.Research output: Contribution to journal › Conference article › peer-review
20 Scopus citations -
Adaptive optimal training of animal behavior
Bak, J. H., Choi, J. Y., Akrami, A., Witten, I. & Pillow, J. W., 2016, In: Advances in Neural Information Processing Systems. p. 1947-1955 9 p.Research output: Contribution to journal › Conference article › peer-review
17 Scopus citations -
Automatic neuron detection in calcium imaging data using convolutional networks
Apthorpe, N. J., Riordan, A. J., Aguilar, R. E., Homann, J., Gu, Y., Tank, D. W. & Seung, H. S., 2016, In: Advances in Neural Information Processing Systems. p. 3278-3286 9 p.Research output: Contribution to journal › Conference article › peer-review
50 Scopus citations -
Bayesian latent structure discovery from multi-neuron recordings
Linderman, S. W., Adams, R. P. & Pillow, J. W., 2016, In: Advances in Neural Information Processing Systems. p. 2010-2018 9 p.Research output: Contribution to journal › Conference article › peer-review
39 Scopus citations -
Laboratory astrophysical collisionless shock experiments on Omega and NIF
Park, H. S., Ross, J. S., Huntington, C. M., Fiuza, F., Ryutov, D., Casey, D., Drake, R. P., Fiksel, G., Froula, D., Gregori, G., Kugland, N. L., Kuranz, C., Levy, M. C., Li, C. K., Meinecke, J., Morita, T., Petrasso, R., Plechaty, C., Remington, B. & Sakawa, Y. & 3 others, , Apr 1 2016, In: Journal of Physics: Conference Series. 688, 1, 012084.Research output: Contribution to journal › Conference article › peer-review
Open Access13 Scopus citations -
On the choice of material parameters for elastic waveform inversion
Modrak, R., Yuan, Y. & Tromp, J., 2016, In: SEG Technical Program Expanded Abstracts. 35, p. 1115-1119 5 p.Research output: Contribution to journal › Conference article › peer-review
7 Scopus citations -
Spectral-element based 3D elastic full-waveform inversion of surface waves in the presence of complex topography using an envelope-based misfit function
Borisov, D., Modrak, R., Rusmanugroho, H., Yuan, Y. O., Gao, F., Simons, F. J. & Tromp, J., 2016, In: SEG Technical Program Expanded Abstracts. 35, p. 1211-1215 5 p.Research output: Contribution to journal › Conference article › peer-review
11 Scopus citations -
Speculatively Exploiting Cross-Invocation Parallelism
Huang, J., Prabhu, P., Jablin, T. B., Ghosh, S., Apostolakis, S., Lee, J. W. & August, D. I., 2016, In: Parallel Architectures and Compilation Techniques - Conference Proceedings, PACT. p. 207-219 13 p.Research output: Contribution to journal › Conference article › peer-review
Open Access4 Scopus citations -
2015
Anisotropic imaging with fast recovery of tilt and azimuthal angles
Rusmanugroho, H., Modrak, R. & Tromp, J., 2015, In: SEG Technical Program Expanded Abstracts. 34, p. 4008-4012 5 p.Research output: Contribution to journal › Conference article › peer-review
2 Scopus citations -
A reduced-dimension fMRI shared response model
Chen, P. H., Chen, J., Yeshurun, Y., Hasson, U., Haxby, J. V. & Ramadge, P. J., 2015, In: Advances in Neural Information Processing Systems. 2015-January, p. 460-468 9 p.Research output: Contribution to journal › Conference article › peer-review
124 Scopus citations -
A theory of decision making under dynamic context
Shvartsman, M., Srivastava, V. & Cohen, J. D., 2015, In: Advances in Neural Information Processing Systems. 2015-January, p. 2485-2493 9 p.Research output: Contribution to journal › Conference article › peer-review
7 Scopus citations -
Computational efficiency of full waveform inversion algorithms
Modrak, R. & Tromp, J., 2015, In: SEG Technical Program Expanded Abstracts. 34, p. 4838-4842 5 p.Research output: Contribution to journal › Conference article › peer-review
2 Scopus citations -
Convolutional spike-triggered covariance analysis for neural subunit models
Wu, A., Park, I. M. & Pillow, J. W., 2015, In: Advances in Neural Information Processing Systems. 2015-January, p. 793-801 9 p.Research output: Contribution to journal › Conference article › peer-review
13 Scopus citations