JH
Jamie Haddock
cs.NAmath.NAcs.LGmath.OCstat.MLmath.PRbig dataBiological OntologiesBorrelia burgdorferics.AI
On Valency
published · living versionsW_w2me4sn2·v1 · currentpublished
Weighted Randomized Kaczmarz for Sparsely Corrupted Linear Systems
with Jessie Chen, Ziyu Cheng, Yunhui He, Alona Kryshchenko +2
1 version
W_gax6j5q7·v1published
Preprints & journals
31 papers in the corpus · 2016–2026Quantile-based Loss Filtering for Outlier-Robust Stochastic Gradient Descent2609.13040v1 · Jamie Haddock, Anna Ma, Elizaveta Rebrova2026 · 0 citationsarXivon Valency
Beyond Expectation: Concentration Inequalities for Randomized Iterative Methods2511.20877v1 · Toby Anderson, Max Collins, Jamie Haddock et al.2025 · 0 citationsarXiv
Block Gauss-Seidel methods for t-product tensor regression2503.19155v1 · Alejandra Castillo, Jamie Haddock, Iryna Hartsock et al.2025 · 0 citationsarXiv
Quantile-Based Randomized Kaczmarz for Corrupted Tensor Linear Systems2503.18190v1 · Alejandra Castillo, Jamie Haddock, Iryna Hartsock et al.2025 · 0 citationsarXiv
Randomized Kaczmarz methods for t-product tensor linear systems with factorized operators2412.10583v1 · Alejandra Castillo, Jamie Haddock, Iryna Hartsock et al.2024 · 3 citationsarXiv
The text2term tool to map free-text descriptions of biomedical terms to ontologies.39607847 · Gonçalves, Rafael S, Payne, Jason, Tan, Amelia et al.2024 · 9 citationsDatabase : the journal of biological databases and curation. 2024;2024
Block Matrix and Tensor Randomized Kaczmarz Methods for Linear Feasibility Problems2406.12021v1 · Minxin Zhang, Jamie Haddock, Deanna Needell2024 · 1 citationarXiv
On Quantile Randomized Kaczmarz for Linear Systems with Time-Varying Noise and Corruption2403.19874v2 · Nestor Coria, Jamie Haddock, Jaime Pacheco2024 · 1 citationarXiv
On Subsampled Quantile Randomized Kaczmarz2308.07987v1 · Jamie Haddock, Anna Ma, Elizaveta Rebrova2023 · 7 citationsarXiv
Neural Nonnegative Matrix Factorization for Hierarchical Multilayer Topic Modeling2303.00058v1 · Tyler Will, Runyu Zhang, Eli Sadovnik et al.2023 · 13 citationsarXiv
Automatic Infectious Disease Classification Analysis with Concept Discovery2209.02415v2 · Elena Sizikova, Joshua Vendrow, Xu Cao et al.2022 · 2 citationsarXiv
Zero Forcing with Random Sets2208.12899v1 · Bryan Curtis, Luyining Gan, Jamie Haddock et al.2022 · 2 citationsarXiv
An Interpretable Joint Nonnegative Matrix Factorization-Based Point Cloud Distance Measure2207.05112v2 · Hannah Friedman, Amani R. Maina-Kilaas, Julianna Schalkwyk et al.2022 · 1 citationarXiv
Nonbacktracking spectral clustering of nonuniform hypergraphs2204.13586v2 · Philip Chodrow, Nicole Eikmeier, Jamie Haddock2022 · 22 citationsarXiv
Semi-supervised Nonnegative Matrix Factorization for Document Classification2203.03551v1 · Jamie Haddock, Lara Kassab, Sixian Li et al.2022 · 7 citationsarXiv
Paving the Way for Consensus: Convergence of Block Gossip Algorithms2110.14609v1 · Jamie Haddock, Benjamin Jarman, Chen Yap2021 · 7 citationsarXiv
A Generalized Hierarchical Nonnegative Tensor Decomposition2109.14820v2 · Joshua Vendrow, Jamie Haddock, Deanna Needell2021 · 4 citationsarXiv
On a Guided Nonnegative Matrix Factorization2010.11365v2 · Joshua Vendrow, Jamie Haddock, Elizaveta Rebrova et al.2020 · 15 citationsarXiv
On Application of Block Kaczmarz Methods in Matrix Factorization2010.10635v1 · Edwin Chau, Jamie Haddock2020 · 0 citationsarXiv
Semi-supervised NMF Models for Topic Modeling in Learning Tasks2010.07956v1 · Jamie Haddock, Lara Kassab, Sixian Li et al.2020 · 4 citationsarXiv
Antibiotic Treatment Response in Chronic Lyme Disease: Why Do Some Patients Improve While Others Do Not?33022914 · Johnson, Lorraine, Shapiro, Mira, Stricker, Raphael B et al.2020 · 9 citationsHealthcare (Basel, Switzerland). 2020;8(4)
Quantile-based Iterative Methods for Corrupted Systems of Linear Equations2009.08089v2 · Jamie Haddock, Deanna Needell, Elizaveta Rebrova et al.2020 · 33 citationsarXiv
Feature Selection on Lyme Disease Patient Survey Data2009.09087v1 · Joshua Vendrow, Jamie Haddock, Deanna Needell et al.2020 · 1 citationarXiv
On Large-Scale Dynamic Topic Modeling with Nonnegative CP Tensor Decomposition2001.00631v2 · Miju Ahn, Nicole Eikmeier, Jamie Haddock et al.2020 · 11 citationsarXiv
Greed Works: An Improved Analysis of Sampling Kaczmarz-Motzkin1912.03544v2 · Jamie Haddock, Anna Ma2019 · 48 citationsarXiv
On Inferences from Completed Data1907.03028v1 · Jamie Haddock, Denali Molitor, Deanna Needell et al.2019 · 0 citationsarXiv
Data-driven Algorithm Selection and Parameter Tuning: Two Case studies in Optimization and Signal Processing1905.13404v2 · Jesus A. De Loera, Jamie Haddock, Anna Ma et al.2019 · 0 citationsarXiv
Randomized Projection Methods for Linear Systems with Arbitrarily Large Sparse Corruptions1803.08114v2 · Jamie Haddock, Deanna Needell2018 · 17 citationsarXiv
On Motzkin's Method for Inconsistent Linear Systems1802.03126v2 · Jamie Haddock, Deanna Needell2018 · 32 citationsarXiv
The Minimum Euclidean-Norm Point on a Convex Polytope: Wolfe's Combinatorial Algorithm is Exponential1710.02608v2 · Jesus De Loera, Jamie Haddock, Luis Rademacher2017 · 9 citationsarXiv
A Sampling Kaczmarz-Motzkin Algorithm for Linear Feasibility1605.01418v6 · Jesus De Loera, Jamie Haddock, Deanna Needell2016 · 82 citationsarXiv
Career total: 45 works. 31 are in this corpus.
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