Pre-Prints

P1

Deep Unsupervised Clustering Using Mixture of Autoencoders. [pdf]
D. Zhang, Y. Sun, B. Eriksson, and L. Balzano.
Dec 2017.
Deep Learning Statistics

Refereed Conference Publications

C33

Block CUR: Decomposing Matrices using Groups of Columns. [pdf]
U. Oswal, S. Jain, K. S. Xu, and B. Eriksson.
ECML-PKDD 2018 Dublin, Ireland.
Statistics Machine Learning

C32

Wide Compression: Tensor Ring Nets. [pdf]
W. Wang, Y. Sun, B. Eriksson, W. Wang, V. Aggarwal.
CVPR 2018 Salt Lake City, Utah
Deep Learning

C31

From VFX Project Management to Predictive Forecasting. [pdf]
H. Ricklefs, S. Puschendorf, S. Bhamidipati, B. Eriksson, and A. Pushparaja.
ACM SIGGRAPH 2017 Los Angeles, CA (Talks Track).
Machine Learning Statistics

C30

Just One More: Modeling Binge Watching Behavior. [pdf] [video abstract]
W. Trouleau, A. Ashkan, W. Ding, and B. Eriksson.
ACM SIGKDD 2016 San Francisco, CA (Oral Presentation - 9% Acceptance Rate, 9 pages).
Machine Learning Statistics

C29

Detecting Divisions of the Autonomic Nervous System Using Wearables. [pdf]
A. Natarajan, K. Xu, and B. Eriksson.
IEEE Engineering in Medicine and Biology Conference 2016 Orlando, FL.
Sensing

C28

Large-Scale Optimistic Adaptive Submodularity. [pdf]
V. Gabillon, B. Kveton, Z. Wen, B. Eriksson, and S. Muthukrishnan.
AAAI 2014 Quebec City, Canada (28% Acceptance Rate, 7 pages).
Machine Learning

C27

Matroid Bandits: Fast Combinatorial Optimization with Learning. [pdf]
B. Kveton, Z. Wen, A. Ashkan, H. Eydgahi, and B. Eriksson.
UAI 2014 Quebec City, Canada (9 pages).
Machine Learning

C26

Learning Latent Variable Gaussian Graphical Models. [pdf]
Z. Meng, B. Eriksson, A.O. Hero III.
ICML 2014 Beijing, China (Round II, 22.3% Acceptance Rate, 9 pages).
Machine Learning Statistics

C25

Modeling Correlated Arrival Events with Latent Semi-Markov Processes. [pdf]
W. Lian, V. Rao, B. Eriksson, L. Carin.
ICML 2014 Beijing, China (Round I, 14% Acceptance Rate, 9 pages).
Sensing Statistics

C24

Adaptive Submodular Maximization in Bandit Setting. [pdf]
V. Gabillon, B. Kveton, Z. Wen, B. Eriksson, and S. Muthukrishnan.
NIPS 2013 Lake Tahoe, Nevada (25% Acceptance Rate, 9 pages).
Machine Learning

C23

RiskRoute: A Framework for Mitigating Network Outage Threats. [pdf]
B. Eriksson, R. Durairajan, and P. Barford.
ACM CoNEXT 2013 Santa Barbara, California (20% Acceptance Rate, 12 pages).
Internet Measurements

C22

Predicting Audience Responses to Movie Content from Electro-Dermal Activity Signals. [pdf]
F. Silveira, B. Eriksson, A. Sheth, and A. Sheppard.
ACM UbiComp 2013 Zurich, Switzerland (18% Acceptance Rate, 10 pages).
Sensing Machine Learning

C21

Internet Atlas: A Geographic Database of the Internet. [pdf]
R. Durairajan, S. Ghosh, X. Tang, P. Barford, and B. Eriksson.
ACM HotPlanet 2013 Hong Kong (6 pages).
Internet Measurements

C20

Sequential Bayesian Search. [pdf]
Z. Wen, B. Kveton, B. Eriksson, and S. Bhamidipati.
ICML 2013 Atlanta, Georgia (24% Acceptance Rate, 9 pages).
Machine Learning

C19

Learning to Top-K Search using Pairwise Comparisons. [pdf] [poster]
B. Eriksson.
AISTATS 2013 Scottsdale, Arizona (33% Acceptance Rate, 9 pages).
Machine Learning

C18

AliasCluster: A Lightweight Approach to Interface Disambiguation. [pdf] [slides]
L. Spinelli, M. Crovella, and B. Eriksson.
IEEE Global Internet 2013 Turin, Italy (30% Acceptance Rate, 6 pages).
Internet Measurements Machine Learning

C17

Understanding Geolocation Accuracy using Network Geometry. [pdf] [slides]
B. Eriksson and M. Crovella.
IEEE INFOCOM 2013 (Mini-Conference) Turin, Italy (25% Acceptance Rate, 5 pages).
Internet Measurements Statistics

C16

Hierarchical Clustering Using Randomly Selected Measurements. [conference pdf] [extended preprint] [poster]
B. Eriksson.
IEEE SSP 2012 Ann Arbor, Michigan.
Machine Learning

C15

Estimating Intrinsic Dimension via Clustering. [pdf] [poster]
B. Eriksson and M. Crovella.
IEEE SSP 2012 Ann Arbor, Michigan.
Machine Learning Statistics

C14

High Rank Matrix Completion. [conference pdf] [extended preprint]
B. Eriksson, L. Balzano, and R. Nowak.
AISTATS 2012 La Palma, Canary Islands. (30% Acceptance Rate, 9 pages)
Machine Learning Signal Processing

C13

On the Prevalence and Characteristics of MPLS Deployments in the Open Internet. [pdf]
J. Sommers, B. Eriksson, and P. Barford.
ACM IMC 2011 Berlin, Germany. (19.1% Acceptance Rate, 14 pages)
Internet Measurements Machine Learning

C12

Active Clustering : Robust and Efficient Hierarchical Clustering using Adaptively Selected Similarities. [conference pdf] [extended preprint]
B. Eriksson, G. Dasarathy, A. Singh, and R. Nowak.
AISTATS 2011 Fort Lauderdale, Florida. (28.3% Acceptance Rate, 9 pages)
Machine Learning Statistics

C11

DomainImpute : Inferring Unseen Components in the Internet. [pdf]
B. Eriksson, P. Barford, J. Sommers, and R. Nowak.
IEEE INFOCOM 2011 (Mini-Conference) Shanghai, China. (23.4% Acceptance Rate, 5 pages)
Internet Measurements Machine Learning

C10

Efficient Network-wide Flow Record Generation. [pdf]
J. Sommers, R. Bowden, B. Eriksson, P. Barford, M. Roughan, and N. Duffield.
IEEE INFOCOM 2011 Shanghai, China. (15.9% Acceptance Rate, 9 pages)
Internet Measurements

C09

BasisDetect : A Model-based Network Event Detection Framework. [pdf]
B. Eriksson, P. Barford, R. Bowden, N. Duffield, M. Roughan, and J. Sommers.
ACM IMC 2010 Melbourne, Australia. (22.2% Acceptance Rate, 14 pages)
Internet Measurements Signal Processing

C08

A Learning-based Approach for IP Geolocation. [pdf] [slides]
B. Eriksson, P. Barford, J. Sommers, and R. Nowak.
PAM 2010 Zurich, Switzerland. (29.1% Acceptance Rate, 10 pages)
Internet Measurements Machine Learning

C07

Toward the Practical Use of Network Tomography for Internet Topology Discovery. [pdf] [slides]
B. Eriksson, G. Dasarathy, P. Barford, and R. Nowak.
IEEE INFOCOM 2010 San Diego, California. (17.5% Acceptance Rate, 9 pages)
Internet Measurements Signal Processing

C06

Estimating Hop Distance between Arbitrary Host Pairs. [pdf] [slides]
B. Eriksson, P. Barford, R. Nowak.
IEEE INFOCOM 2009 Rio de Janeiro, Brazil. (19.7% Acceptance Rate, 9 pages)
Internet Measurements Signal Processing

C05

Network Discovery from Passive Measurements. [pdf] [slides]
B. Eriksson, P. Barford, R. Nowak.
ACM SIGCOMM 2008 Seattle, Washington. (12.2% Acceptance Rate, 12 pages)
Internet Measurements Signal Processing

C04

Learning to Satisfy. [pdf]
F. Thouin, M. Coates, B. Eriksson, R. Nowak, C. Scott.
IEEE ICASSP 2008 Las Vegas, Nevada.
Machine Learning

C03

Learning Network Structure From Passive Measurements. [pdf]
B. Eriksson, P. Barford, R. Nowak, M. Crovella.
ACM IMC 2007 San Diego, California. (24.4% Acceptance Rate, 6 pages)
Internet Measurements Signal Processing

C02

A Decision-Theoretic Approach to Transillumination Imaging in Biological Mediums. [pdf]
B. Eriksson and R. Nowak.
IEEE ISBI 2007 Washington D.C.
Sensing Signal Processing Statistics

C01

Maximum Likelihood Methods for Time-Resolved Imaging Through Turbid Media. [pdf]
B. Eriksson and R. Nowak.
IEEE ICIP 2006 Atlanta, Georgia.
Sensing Signal Processing Statistics

Journal Publications

J5

A Compressed Sensing Decomposition of Electro-Dermal Activity Signals. [pdf]
S. Jain, U. Oswal, K. S. Xu, B. Eriksson, and J. Haupt.
IEEE Transactions on Biomedical Engineering. Volume 64. Issue 9. September 2017.
Sensing Signal Processing

J4

Posit : A Lightweight Approach for IP Geolocation. [pdf]
B. Eriksson, P. Barford, B. Maggs and R. Nowak.
Sigmetrics Performance Evaluation Review, Volume 40, Issue 2, Pages 2-11, September 2012.
Internet Measurements Machine Learning

J3

Efficient Network Tomography for Internet Topology Discovery. [pdf]
B. Eriksson, G. Dasarathy, P. Barford, and R. Nowak.
IEEE/ACM Transactions on Networking, Volume 20, Issue 3, Pages 931-943, June 2012.
Internet Measurements Signal Processing

J2

Inferring Unseen Components in the Internet Core. [pdf]
B. Eriksson, P. Barford, J. Sommers, and R. Nowak.
IEEE Journal on Selected Areas of Communications Volume 29, Issue 9, Pages 1788-1798, October 2011.
Internet Measurements Statistics

J1

Statistical Detection and Imaging of Objects Hidden in Turbid Media using Ballistic Photons. [pdf]
S. Farsiu, J. Christofferson, B. Eriksson, P. Milanfar, B. Friedlander, A. Shakouri, R. Nowak.
Applied Optics Volume 46, Issue 23, Pages 5805-5822, August 2007.
Sensing Signal Processing

Ph.D. Dissertation

PhD

Network Discovery Using Incomplete Measurements. [pdf]
B. Eriksson
University of Wisconsin - Madison, Department of Electrical and Computer Engineering