papers
Publications (16)
stat.ML2018
Sampling Requirements and Accelerated Schemes for Sparse Linear Regression with Orthogonal Least-Squares
Abolfazl Hashemi, Haris Vikalo
stat.ML2015
Designing Optimal Mortality Risk Prediction Scores that Preserve Clinical Knowledge
Natalia M. Arzeno, Karla A. Lawson, Sarah V. Duzinski +1
cs.IT2015
A Perspective on Future Research Directions in Information Theory
Jeffrey G. Andrews, Alexandros Dimakis, Lara Dolecek +15
eess.SP2018
A Novel Scheme for Support Identification and Iterative Sampling of Bandlimited Graph Signals
Abolfazl Hashemi, Rasoul Shafipour, Haris Vikalo +1
q-bio.GN2015
End-to-End Optimization of High Throughput DNA Sequencing
Eliza O'Reilly, Francois Baccelli, Gustavo de Veciana +1
cs.LG2017
Accelerated Sparse Subspace Clustering
Abolfazl Hashemi, Haris Vikalo
cs.IT2014
Sparsity-aware sphere decoding: Algorithms and complexity analysis
Somsubhra Barik, Haris Vikalo
astro-ph.SR2018
Blind nucleosynthetic source discovery in astronomical elemental abundance data
Milos Milosavljevic, Patrick D. Aleo, Natalie R. Hinkel +1
q-bio.GN2014
Iterative Learning for Reference-Guided DNA Sequence Assembly from Short Reads: Algorithms and Limits of Performance
Xiaohu Shen, Manohar Shamaiah, Haris Vikalo
stat.ML2017
Sampling and Reconstruction of Graph Signals via Weak Submodularity and Semidefinite Relaxation
Abolfazl Hashemi, Rasoul Shafipour, Haris Vikalo +1
cs.CV2018
Evolutionary Self-Expressive Models for Subspace Clustering
Abolfazl Hashemi, Haris Vikalo
stat.ML2016
Sparse Linear Regression via Generalized Orthogonal Least-Squares
Abolfazl Hashemi, Haris Vikalo
eess.SP2018
Randomized Greedy Sensor Selection: Leveraging Weak Submodularity
Abolfazl Hashemi, Mahsa Ghasemi, Haris Vikalo +1
cs.IT2014
Haplotype Assembly: An Information Theoretic View
Hongbo Si, Haris Vikalo, Sriram Vishwanath
eess.SP2018
Near-Optimal Distributed Estimation for a Network of Sensing Units Operating Under Communication Constraints
Abolfazl Hashemi, Osman Fatih Kilic, Haris Vikalo
stat.ML2016
Sparse recovery via Orthogonal Least-Squares under presence of Noise
Abolfazl Hashemi, Haris Vikalo