Concepedia

Matthew Malloy

MM

Statistics

Publications

19

Citations

1.1K

H-Index

15

Active since

2006

Affiliations

University of Wisconsin–Madison(Current)

University of Pennsylvania

Princeton University

Matthew Malloy is an author at University of Wisconsin–Madison specializing in engineering, computer science, and computational complexity.

Top concepts

EngineeringComputer ScienceInverse ProblemsSignal ProcessingCompressive SensingComputational ComplexityMedicineImmunologyStatisticsProbability

Publications per year

2006–2022

19

Publications

19

Defining HLA-II Ligand Processing and Binding Rules with Mass Spectrometry Enhances Cancer Epitope Prediction

Jennifer G. Abelin, Dewi Harjanto, Matthew Malloy et al. · Immunity · 2019 · 252 citations · Full text

Histocompatibility, Tumor Biology, Hla-ii Ligand Processing +14

lil' UCB : An Optimal Exploration Algorithm for Multi-Armed Bandits

Kevin Jamieson, Matthew Malloy, Robert D. Nowak et al. · Conference on Learning Theory · 2014 · 182 citations

Engineering, Optimal Exploration Algorithm, Stochastic Optimization +13

Near-Optimal Adaptive Compressed Sensing

Matthew Malloy, Robert D. Nowak · IEEE Transactions on Information Theory · 2014 · 107 citations

Adaptive Compressed Sensing, Sparse Representation, Engineering +12

Sequence-based prediction of SARS-CoV-2 vaccine targets using a mass spectrometry-based bioinformatics predictor identifies immunogenic T cell epitopes

Asaf Poran, Dewi Harjanto, Matthew Malloy et al. · Genome Medicine · 2020 · 97 citations · Full text

lil' UCB : An Optimal Exploration Algorithm for Multi-Armed Bandits

Kevin Jamieson, Matthew Malloy, Robert D. Nowak et al. · arXiv (Cornell University) · 2013 · 59 citations · Full text

Engineering, Optimal Exploration Algorithm, Stochastic Optimization +14

1–5 of 19