publications
Preprints
Optimal Confidence Regions for the Multinomial Parameter
M Malloy, A Tripathy, R Nowak [Submitted to Journal of the American Statistical Assocation]
Published
Network Side Digital Contact Tracking on a Large University Campus
M Malloy, L Hartung, S Wangen, S Banerjee [MobiCom 2022]
Geometry of the Minimum Volume Confidence Sets
Heguang Lin (undergrad), Mengze Li (undergrad), D Pimentel-Alarcón, M Malloy [ISIT 2022]
Optimal Confidence Sets for the Multinomial Parameter
M Malloy, A Tripathy, R Nowak [ISIT 2021]
Internet Photonic Sensing: Using Internet Fiber Optics for Vibration Measurement and Monitoring
S Patnaik, P Barford, D Fratta, N Lord, M Malloy, H Wang [ACM Sigcomm Workshop on Optical Systems, 2021]
Digital Contact Tracing using IP Colocation
M Malloy, A Cahn, J Koller [IEEE IoTaIS 2021]
🏆 AdKDD BEST PAPER AWARD: Graphing Crumbling Cookies
M Malloy, J Koller, A Cahn [AdKDD 2019]
Scalable Panel Fusion Using Distributed Min Cost Flow
S. Shinde, J Ranta, P Deitrick, M Malloy [Allerton 2019]
K Funkhouser, M Malloy, E C Alp, P Poon, B Barford [KDD 2018]
M Malloy, P Barford, E C Alp, J Koller, A Jewel [KDD 2017]
Ad Blockers: Global Prevalence and Impact
M Malloy, M McNamara, A Cahn, P Barford [IMC 2016]
Contamination Estimation via Convex Relaxations
M Malloy, S Alfeld, P Barford [ISIT 2015]
lil’ UCB: An Optimal Exploration Algorithm for Multi-Armed Bandits
K Jamieson, M Malloy, R Nowak, S Bubeck [COLT 2014]
Near-optimal Adaptive Compressed Sensing [code and simulation results] (video)
M Malloy, R Nowak [IEEE Trans. on Information Theory, Vol. 60, No. 7, July 2014]
Sequential Testing for Sparse Recovery
M Malloy, R Nowak [IEEE Trans. on Information Theory, Vol. 60, No. 12, December 2014]
On Finding the Largest Mean Among Many
K Jamieson, M Malloy, R Nowak, S Bubeck [Asilomar 2013]
The Sample Complexity of Search over Multiple Populations
M Malloy, G Tang, R Nowak [IEEE Trans. on Information Theory, Vol. 59, No. 8, August 2013]
Adaptive Sensing of Sparse Signals
R Nowak, M Malloy [SPARS 2013]
Revisiting Spread Spectrum Detection in Multipath Scattering
M Malloy, A Sayeed [IEEE Trans. on Signal Processing, Vol. 51, No. 17, September 2013]
Near-optimal Adaptive Compressed Sensing [code]
M Malloy, R Nowak [Asilomar 2012]
Quickest Search for a Rare Distribution
M Malloy, G Tang, R Nowak [CISS 2012]
🏆BEST STUDENT PAPER AWARD: On the Limits of Sequential Testing in High Dimensions [AWARD]
M Malloy, R Nowak [Asilomar 2011]
Sequential Analysis in High Dimensional Multiple Testing and Sparse Recovery
M Malloy, R Nowak [ISIT 2011] (extended version)
Optimal Signaling for Detection in Doubly Dispersive Multipath
M Malloy, A Sayeed [Allerton 2010]
Signal Detection in Sparse Multipath Channels
M Malloy, A Sayeed [Allerton 2009]
Book chapters and technical reports
Sequential Methods for Sparse Recovery
M Malloy, R Nowak [Practical Applications of Sparse Modeling, MIT press] (book chapter)
Maximum Correlation Estimation with Sub-Sampled Fourier Matrices
M Malloy [technical report, May 2010]
Near-optimal Compressive Binary Search
M Malloy, R Nowak [March 2012]
REBEL: Convex relaxations for Poisson GLRT
Z Harmany, M Malloy, A Bhargava, N Rao and S Wright
Thesis
Adaptive Methods and Theory for Sparse Signal Recovery
M Malloy [PhD thesis]