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Blame Trees
Published 2014“…Our results rely on concurrent traversal of two trees with short circuiting when shared subtrees are encountered.…”
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Broadcasting on trees near criticality
Published 2021“…We revisit the problem of broadcasting on d-ary trees: starting from a Bernoulli(1/2) random variable X 0 at a root vertex, each vertex forwards its value across binary symmetric channels BSC δ to d descendants. …”
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Combining Binary Search Trees
Published 2014“…We present a general transformation for combining a constant number of binary search tree data structures (BSTs) into a single BST whose running time is within a constant factor of the minimum of any “well-behaved” bound on the running time of the given BSTs, for any online access sequence. …”
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Finding Rumor Sources on Random Trees
Published 2017“…They establish it to be the maximum likelihood estimator with respect to the popular Susceptible Infected (SI) model with exponential spreading times for regular trees. They showed that as the size of the infected graph increases, for a path graph (2-regular tree), the probability of source detection goes to 0 and for d-regular trees with d ≥ 3 the probability of detection, say αd, remains bounded away from 0 and is less than 1/2. …”
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The Stackelberg Minimum Spanning Tree Game
Published 2019“…This game is the minimum spanning tree analog of the well-studied Stackelberg shortest-path game. …”
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Robustness verification of tree-based models
Published 2022“…We study the robustness verification problem for tree based models, including decision trees, random forests (RFs) and gradient boosted decision trees (GBDTs). …”
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Brownian motion tree models are toric
Published 2022“…Felsenstein's classical model for Gaussian distributions on a phylogenetic tree is shown to be a toric variety in the space of concentration matrices. …”
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Multitask efficiencies in the decision tree model
Published 2010“…We focus on the deterministic decision tree model, with depth as the complexity measure; in this model we prove a result to the effect that the 'obvious' constraints on joint computational complexity are essentially the only ones. …”
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Pareto-optimal phylogenetic tree reconciliation
Published 2015“…Motivation: Phylogenetic tree reconciliation is a widely used method for reconstructing the evolutionary histories of gene families and species, hosts and parasites and other dependent pairs of entities. …”
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Robust decision trees against adversarial examples
Published 2022“…Although adversarial examples and model robustness have been extensively studied in the context of linear models and neural networks, research on this issue in tree-based models and how to make tree-bascd models robust against adversarial examples is still limited. …”
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Consistent and efficient reconstruction of latent tree models
Published 2012“…We study the problem of learning a latent tree graphical model where samples are available only from a subset of variables. …”
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Better approximations for Tree Sparsity in Nearly-Linear Time
Published 2017“…The Tree Sparsity problem is defined as follows: given a node-weighted tree of size n and an integer k, output a rooted subtree of size k with maximum weight. …”
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Seismic feature extraction using steiner tree methods
Published 2018“…This enables us to formulate the feature extraction task as an instance of the Prize-Collecting Steiner Tree problem encountered in combinatorial optimization. …”
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Tree block coordinate descent for map in graphical models
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A Magnetic Retrieval System for Stents in the Pancreaticobiliary Tree
Published 2011“…Clinical endoscopic intervention of the pancreaticobiliary tree [endoscopic retrograde cholangiopancreatography (ERCP)] often concludes with the insertion of a temporary plastic stent to reduce the risk of post-ERCP complications by promoting continued flow of bile and pancreatic fluids. …”
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