Understanding the boosted decision tree methods with the weak-learner approximation
Li-Gang Xia
Data Analysis papers — page 44
physics.data-anBrowse archive
Gaining insight from large data volumes with ease
Valentin KuznetsovAnomaly Detection in Paleoclimate Records using Permutation Entropy
Joshua Garland, Tyler R. Jones, Michael Neuder et al.Unfolding with Gaussian Processes
Adam Bozson, Glen Cowan, Francesco SpanòBeyond single-threshold searches: the Event Stacking Test
Ryan Lynch, Salvatore Vitale, Erik KatsavounidisManifold Learning for Organizing Unstructured Sets of Process Observations
Felix Dietrich, Mahdi Kooshkbaghi, Erik M. Bollt et al.Discovering state-parameter mappings in subsurface models using generative adversarial networks
Alexander Y. SunManaging Many Simultaneous Systematic Uncertainties
Luca Lista, Agostino De Iorio, Alberto Orso Maria IorioQBDT, a new boosting decision tree method with systematic uncertainties into training for High Energy Physics
Li-Gang XiaRecovery of Saturated γ Signal Waveforms by Artificial Neural Networks
Yu Liu, Jing-Jun Zhu, Neil Roberts et al.Bayesim: a tool for adaptive grid model fitting with Bayesian inference
Rachel C. Kurchin, Giuseppe Romano, Tonio BuonassisiThe stepping-stone sampling algorithm for calculating the evidence of gravitational wave models
Patricio Maturana Russel, Renate Meyer, John Veitch et al.Detecting Directed Interactions of Networks by Random Variable Resetting
Rundong Shi, Changbao Deng, Shihong WangGalerkin Approximation of Dynamical Quantities using Trajectory Data
Erik H. Thiede, Dimitrios Giannakis, Aaron R. Dinner et al.Three-Cornered Hat and Groslambert Covariance: A first attempt to assess the uncertainty domains
François Vernotte, Éric LantzBiased bootstrap sampling for efficient two-sample testing
Thomas P. S. Gillam, Christopher G. LesterContamination Source Detection in Water Distribution Networks using Belief Propagation
Ernesto Ortega, Alfredo Braunstein, Alejandro Lage-CastellanosInference of the Kinetic Ising Model with Heterogeneous Missing Data
Carlo Campajola, Fabrizio Lillo, Daniele TantariAnalysis of Daily Streamflow Complexity by Kolmogorov Measures and Lyapunov Exponent
Dragutin T. Mihailović, Emilija Nikolić-Đorić, Ilija Arsenić et al.ReSyst: a novel technique to Reduce the Systematic uncertainty for precision measurements
Petra Van MuldersDeepEfficiency - optimal efficiency inversion in higher dimensions at the LHC
Mikael MieskolainenStatistical Models with Uncertain Error Parameters
Glen CowanImage registration and super resolution from first principles
Colin B. Clement, Matthew Bierbaum, James P. SethnaOn Micromechanical Parameter Identification With Integrated DIC and the Role of Accuracy in Kinematic Boundary Conditions
O. Rokoš, J. P. M. Hoefnagels, R. H. J. Peerlings et al.Effect of centrality bin width corrections on two-particle number and transverse momentum differential correlation functions
Victor Gonzalez, Ana Marin, Pedro Ladron de Guevara et al.