John Lipor

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 18

Top Topics

Markov Decision Process

Boundary Estimation

Subspace Clustering

Active Learning

Top Venues

Publications

Phillip Kearns, Bruno Jedynak, John Lipor
A Finite-Horizon Approach to Active Level Set Estimation. CoRR (2023)
Wubin Sheng, John Lipor
K-Subspaces for Sequential Data. CAMSAP (2023)
Matthew Sullivan, John Gebbie, John Lipor
Adaptive Sampling for Seabed Identification from Ambient Acoustic Noise. CAMSAP (2023)
Sean O. Stalley, Dingyu Wang, Gautam Dasarathy, John Lipor
A Graph-Based Approach to Boundary Estimation With Mobile Sensors. IEEE Robotics Autom. Lett. 7 (2) (2022)
John Lipor, Laura Balzano
Clustering quality metrics for subspace clustering. Pattern Recognit. 104 (2020)
Wubin Sheng, John Lipor
A Novel Framework for Deep Learning from Pairwise Constraints. ACSSC (2020)
Dingyu Wang, John Lipor, Gautam Dasarathy
Distance-Penalized Active Learning via Markov Decision Processes. DSW (2019)
Phillip Kearns, John Lipor, Bruno Jedynak
Optimal Adaptive Sampling for Boundary Estimation with Mobile Sensors. ACSSC (2019)
Kathleen Joslyn, John Lipor
A Supervised Learning Approach to Water Quality Parameter Prediction and Fault Detection. IEEE BigData (2018)
John Lipor, Gautam Dasarathy
Quantile Search with Time-Varying Search Parameter. ACSSC (2018)
Andrew Gitlin, Biaoshuai Tao, Laura Balzano, John Lipor
Improving K-Subspaces via Coherence Pursuit. IEEE J. Sel. Top. Signal Process. 12 (6) (2018)
John Lipor, David Hong, Dejiao Zhang, Laura Balzano
Subspace Clustering using Ensembles of $K$-Subspaces. CoRR (2017)
John Lipor, Laura Balzano
Leveraging Union of Subspace Structure to Improve Constrained Clustering. ICML (2017)
John Lipor, Brandon P. Wong, Donald Scavia, Branko Kerkez, Laura Balzano
Distance-Penalized Active Learning Using Quantile Search. IEEE Trans. Signal Process. 65 (20) (2017)
John Lipor, Laura Balzano
Leveraging Union of Subspace Structure to Improve Constrained Clustering. CoRR (2016)
John Lipor, Laura Balzano, Branko Kerkez, Donald Scavia
Quantile Search: A Distance-Penalized Active Learning Algorithm for Spatial Sampling. CoRR (2015)
John Lipor, Laura Balzano
Margin-based active subspace clustering. CAMSAP (2015)
John Lipor, Laura Balzano, Branko Kerkez, Donald Scavia
Quantile search: A distance-penalized active learning algorithm for spatial sampling. Allerton (2015)
John Lipor, Sajid Ahmed, Mohamed-Slim Alouini
Fourier-Based Transmit Beampattern Design Using MIMO Radar. IEEE Trans. Signal Process. 62 (9) (2014)
John Lipor, Sajid Ahmed, Mohamed-Slim Alouini
Closed form fourier-based transmit beamforming for MIMO radar. ICASSP (2014)
John Lipor, Laura Balzano
Robust blind calibration via total least squares. ICASSP (2014)
Puneet Rana, John Lipor, Hyong Lee, Wim van Drongelen, Michael H. Kohrman, Barry D. Van Veen
Seizure Detection Using the Phase-Slope Index and Multichannel ECoG. IEEE Trans. Biomed. Eng. 59 (4) (2012)