Machine learning and the future of supernova cosmology
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Making sense of massive unknowns
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Plutao ainda tem muito a nos revelar
Survey of scientific working environment in the Brazilian astronomical Community
Pesquisadores brasileiros investigam a estrutura da Via-Lactea
Planetas semelhantes à Terra existiram por quase toda história do Universo
Making sense of massive unknowns
Laniakea: um super-aglomerado para chamar de lar
Portuguese translation of Richard Murphy’s poem Sailing to an Island
Real-Time Active Learning for optimised spectroscopic follow-up: Enhancing early SN Ia classification with the Fink broker
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ELEPHANT: ExtragaLactic alErt Pipeline for Hostless AstroNomical Transients
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​Transient Classifiers for Fink: Benchmarks for LSST
Voloshina, Lavrukhina et al., 2024
SNAD catalogue of M-dwarf flares from the Zwicky Transient Facility
Multi-View Symbolic Regression
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The 2022-2023 accretion outburst of the young star V1741 Sgr
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Bayesian multi-band fitting of alerts for kilonovae detection
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Rainbow: a colorful approach on multi-passband light curve estimation
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From Images to Features: Unbiased Morphology Classification via Variational Auto-Encoders and Domain Adaptation
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Enabling the discovery of fast transients: A kilonova science module for the Fink broker
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Results of the Photometric LSST Astronomical Time-series Classification Challenge (PLAsTiCC)
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The Most Interesting Anomalies Discovered in ZTF DR17 from the SNAD-VI Workshop
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A graph-based spectral classification of Type II supernovae
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Are classification metrics good proxies for SN Ia cosmological constraining power?
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Sidestepping the inversion of the weak-lensing covariance matrix with Approximate Bayesian Computation
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Supernova search with active learning in ZTF DR3
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The SNAD Viewer: Everything You Want to Know about Your Favorite ZTF Object
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Spectroscopic Confirmation of a Population of Isolated, Intermediate-Mass YSOs
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Finding active galactic nuclei through Fink
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Could SNAD160 be a Pair-instability Supernova?
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How have astronomers cited other fields in the last decade?
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Fink: early supernovae Ia classification using active learning
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SNAD Transient Miner: Finding Missed Transient Events in ZTF DR4 using k-D trees
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Probabilistic Modeling of Asteroid Diameters from Gaia DR2 Errors
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A high pitch angle structure in the Sagittarius Arm
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Anomaly detection in the Zwicky Transient Facility DR3
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Ridges in the Dark Energy Survey for cosmic trough identification
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SPICY: The Spitzer/IRAC Candidate YSO Catalog
for the Inner Galactic Midplane
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Active Anomaly Detection for time-domain discoveries
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Acquaviva. Lovell and Ishida, 2020
Debunking Generalization Error or: How I Learned to Stop Worrying and Love My Training Set
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Active learning with RESSPECT: Resource allocation for extragalactic astronomical transients
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Fink, a new generation of broker for the LSST community
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The Most Interesting Anomalies Discovered in ZTF DR3 from the SNAD-III Workshop
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Periodic Astrometric Signal Recovery through Convolutional Autoencoders
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21st Century Statistical and Computational Challenges in Astrophysics
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Anomaly Detection in the Open Supernova Catalog
Photometry of high-redshift blended galaxies using deep learning
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Models and Simulations for the Photometric LSST Astronomical Time Series Classification Challenge (PLAsTiCC)
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Optimizing spectroscopic follow-up strategies for supernova photometric classification with active learning
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Spatial field reconstruction with INLA: Application to IFU galaxy data
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The Photometric LSST Astronomical Time-series Classification Challenge (PLAsTiCC): Selection of a performance metric for classification probabilities balancing diverse science goals
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Stress testing the dark energy equation of state imprint on supernova data
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Gaia DR2 unravels incompleteness of nearby cluster population: New open clusters in the direction of Perseus
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The Photometric LSST Astronomical Time-series Classification Challenge (PLAsTiCC): Data set
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Beck, Lin, Ishida et al., 2017
On the realistic validation of photometric redshifts, or why Teddy will never be Happy
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Automated supernova Ia classification using adaptive learning techniques
A metric space for Type Ia supernova spectra: a new method to assess explosion scenarios
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The influence of host galaxy morphology on the properties of Type Ia supernovae from the JLA compilation
The supernova impostor PSN J09132750+7627410 and its progenitor
Breaking the color-reddening degeneracy in type Ia supernovae
Large Magellanic Cloud Near-Infrared Synoptic Survey. III. A Statistical Study of Non-Linearity in the Leavitt Laws
Exploring the spectroscopic diversity of type Ia supernovae with DRACULA: a machine learning approach
Massive stars exploding in a He-rich circumstellar medium - VIII. PSN J07285387+3349106, a highly reddened supernova Ibn
Massive stars exploding in a He-rich circumstellar medium - VII. The metamorphosis of ASASSN-15ed from a narrow line Type Ibn to a normal Type Ib Supernova
The overlooked potential of Generalized Linear Models in astronomy-III: Bayesian Negative Binomial Regression and Globular Cluster Populations
cosmoabc: Likelihood-free inference via Population Monte Carlo Approximate Bayesian Computation
The overlooked potential of Generalized Linear Models in astronomy-II: Gamma regression and photometric redshifts
A metric space for Type Ia supernova spectra
Krone-Martins, Ishida & de Souza, 2014
The first analytical expression to estimate photometric redshifts suggested by a machine
Probing the stellar initial mass function with high-z supernovae
Detectability of the first cosmic explosions
Cosmological parameter estimation from SN Ia data: a model-independent approach
Kernel PCA for Type Ia supernovae photometric classification
Searching for the first stars with the Gaia mission
Ishida, de Souza & Ferrara, 2011
Probing cosmic star formation up to z= 9.4 with gamma-ray bursts
The effect of a single supernova explosion on the cuspy density profile of a small-mass dark matter halo
Hubble parameter reconstruction from a principal component analysis: minimizing the bias
An analytical approach to the dwarf galaxies cusp problem
When did cosmic acceleration start? How fast was the transition?
Statefinder Revisited
General Publications
