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Itamar Reis
Itamar Reis
PhD student, Tel-Aviv University
Verified email at mail.tau.ac.il
Title
Cited by
Cited by
Year
Probabilistic random forest: A machine learning algorithm for noisy data sets
I Reis, D Baron, S Shahaf
The Astronomical Journal 157 (1), 16, 2018
1442018
HERA phase I limits on the cosmic 21 cm signal: constraints on astrophysics and cosmology during the epoch of reionization
Z Abdurashidova, JE Aguirre, P Alexander, ZS Ali, Y Balfour, R Barkana, ...
The Astrophysical Journal 924 (2), 51, 2022
1042022
Self-organized topological state in a magnetic chain on the surface of a superconductor
I Reis, DJJ Marchand, M Franz
Physical Review B 90 (8), 085124, 2014
682014
High-redshift radio galaxies: a potential new source of 21-cm fluctuations
I Reis, A Fialkov, R Barkana
Monthly Notices of the Royal Astronomical Society 499 (4), 5993-6008, 2020
642020
The subtlety of Ly α photons: changing the expected range of the 21-cm signal
I Reis, A Fialkov, R Barkana
Monthly Notices of the Royal Astronomical Society 506 (4), 5479-5493, 2021
542021
Detecting outliers and learning complex structures with large spectroscopic surveys–A case study with APOGEE stars
I Reis, D Poznanski, D Baron, G Zasowski, S Shahaf
Monthly Notices of the Royal Astronomical Society 476 (2), 2117-2136, 2018
502018
Effect of the cosmological transition to metal-enriched star formation on the hydrogen 21-cm signal
M Magg, I Reis, A Fialkov, R Barkana, RS Klessen, SCO Glover, LH Chen, ...
Monthly Notices of the Royal Astronomical Society 514 (3), 4433-4449, 2022
262022
Effectively using unsupervised machine learning in next generation astronomical surveys
I Reis, M Rotman, D Poznanski, JX Prochaska, L Wolf
Astronomy and Computing 34, 100437, 2021
172021
Shot noise and scatter in the star formation efficiency as a source of 21-cm fluctuations
I Reis, R Barkana, A Fialkov
Monthly Notices of the Royal Astronomical Society 511 (4), 5265-5273, 2022
152022
Redshifted broad absorption line quasars found via machine-learned spectral similarity
I Reis, D Poznanski, PB Hall
Monthly Notices of the Royal Astronomical Society 480 (3), 3889-3897, 2018
102018
Mapping Discrete Galaxies at Cosmic Dawn with 21 cm Observations
I Reis, R Barkana, A Fialkov
The Astrophysical Journal 933 (1), 51, 2022
62022
Strong 21-cm fluctuations and anisotropy due to the line-of-sight effect of radio galaxies at cosmic dawn
S Sikder, R Barkana, A Fialkov, I Reis
Monthly Notices of the Royal Astronomical Society 527 (4), 10975-10985, 2024
52024
PRF: Probabilistic Random Forest
I Reis, D Baron
Astrophysics Source Code Library, ascl: 1903.009, 2019
32019
Detect the Unexpected: Novelty Detection in Large Astrophysical Surveys using Fisher Vectors.
M Rotman, I Reis, D Poznanski, L Wolf
KDIR, 124-134, 2019
32019
Emulation of the cosmic dawn 21-cm power spectrum and classification of excess radio models using an artificial neural network
S Sikder, R Barkana, I Reis, A Fialkov
Monthly Notices of the Royal Astronomical Society 527 (4), 9977-9998, 2024
22024
Machine Learning to Decipher the Astrophysical Processes at Cosmic Dawn
S Sikder, R Barkana, I Reis, A Fialkov
arXiv preprint arXiv:2201.08205, 2022
22022
The Intrinsic Scatter of the Broad Lines–Narrow Line Correlation in Type I AGN
I Reis
The Astronomical Journal 159 (4), 159, 2020
2020
Probabilistic Random Forest
I Reis, D Baron, S Shahaf
2018
VizieR Online Data Catalog: Outliers and similarity in APOGEE (Reis+, 2018)
I Reis, D Poznanski, D Baron, G Zasowski, S Shahaf
VizieR Online Data Catalog, J/MNRAS/476/2117, 2017
2017
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