Pavlos Protopapas - Citegraph

Author Info

Name	Affiliation	Papers
PAVLOS PROTOPAPAS	Harvard-Smithsonian Center for Astrophysics, Cambridge, USA and Harvard Initiative in Innovative Computing, Cambridge, USA	29
Collaborators	Citations	PageRank
53	127	14.73
Referers	Referees	References
275	396	217

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100396

Publications (29 rows)

Collaborators (53 rows)

Referers (100 rows)

Referees (100 rows)

Title	Citations	PageRank	Year
Encoding Involutory Invariances in Neural Networks	0	0.34	2022
Finding Multiple Solutions of ODEs with Neural Networks.	0	0.34	2020
A Full Probabilistic Model for Yes/No Type Crowdsourcing in Multi-Class Classification.	0	0.34	2019
Improving Image Classification Robustness through Selective CNN-Filters Fine-Tuning.	0	0.34	2019
An Algorithm for the Visualization of Relevant Patterns in Astronomical Light Curves.	0	0.34	2019
T-CGAN: Conditional Generative Adversarial Network for Data Augmentation in Noisy Time Series with Irregular Sampling.	0	0.34	2018
Modeling the Effects of Students' Interactions with Immersive Simulations using Markov Switching Systems.	0	0.34	2018
Deep Variational Transfer: Transfer Learning through Semi-supervised Deep Generative Models.	0	0.34	2018
Robust period estimation using mutual information for multi-band light curves in the synoptic survey era.	0	0.34	2017
Optimizing the Multiclass F-Measure via Biconcave Programming.	0	0.34	2016
Cost-Sensitive Batch Mode Active Learning: Designing Astronomical Observation by Optimizing Telescope Time and Telescope Choice.	0	0.34	2016
Clustering Based Feature Learning on Variable Stars.	2	0.39	2016
A Novel, Fully Automated Pipeline for Period Estimation in the EROS 2 Data Set.	0	0.34	2014
Computational Intelligence Challenges and Applications on Large-Scale Astronomical Time Series Databases	3	0.43	2014
Supervised detection of anomalous light-curves in massive astronomical catalogs.	4	0.46	2014
Automatic Classification of Variable Stars in Catalogs with missing data.	6	0.64	2013
Infinite Shift-invariant Grouped Multi-task Learning for Gaussian Processes	0	0.34	2012
An Information Theoretic Algorithm for Finding Periodicities in Stellar Light Curves	6	1.04	2012
Period Estimation in Astronomical Time Series Using Slotted Correntropy	1	0.38	2011
Nonparametric Bayesian Estimation of Periodic Functions	0	0.34	2011
Estimation of periodicity in non-uniformly sampled astronomical data using a 2D kernel in correntropy	0	0.34	2011
Shift-invariant grouped multi-task learning for Gaussian processes	3	0.39	2010
Period Detection In Light Curves From Astronomical Objects Using Correntropy	0	0.34	2010
Supporting exact indexing of arbitrarily rotated shapes and periodic time series under Euclidean and warping distance measures	56	2.26	2009
Discovering arbitrary event types in time series	1	0.37	2009
Finding anomalous periodic time series	20	1.06	2009
Finding Anomalous Periodic Time Series: An Application to Catalogs of Periodic Variable Stars	8	0.51	2009
Kernels for Periodic Time Series Arising in Astronomy	10	0.75	2009
Event Discovery in Time Series	7	0.64	2009