Usman Roshan

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 25

Top Topics

Image Classification And Retrieval

Robust Classification

Top Venues

Publications

Yunzhe Xue, Usman Roshan
Accuracy of TextFooler black box adversarial attacks on 01 loss sign activation neural network ensemble. CoRR (2024)
Yunzhe Xue, Olanrewaju Eletta, Justin W. Ady, Nell M. Patel, Advaith Bongu, Usman Roshan
A Cascaded Neural Network System For Rating Student Performance In Surgical Knot Tying Simulation. ICHI (2023)
Yunzhe Xue, Usman Roshan
Accuracy of white box and black box adversarial attacks on a sign activation 01 loss neural network ensemble. Tiny Papers @ ICLR (2023)
Yunzhe Xue, Olanrewaju Eletta, Justin W. Ady, Nell M. Patel, Advaith Bongu, Usman Roshan
A Cascaded Neural Network System For Rating Student Performance In Surgical Knot Tying Simulation. CoRR (2023)
Yunzhe Xue, Andrew Hu, Rohit Muralidhar, Justin W. Ady, Advaith Bongu, Usman Roshan
An AI system for evaluating pass fail in fundamentals of laparoscopic surgery from live video in realtime with performative feedback. BIBM (2023)
Yanan Yang, Frank Y. Shih, Usman Roshan
Defense Against Adversarial Attacks Based on Stochastic Descent Sign Activation Networks on Medical Images. Int. J. Pattern Recognit. Artif. Intell. 36 (3) (2022)
Yunzhe Xue, Meiyan Xie, Usman Roshan
On the transferability of adversarial examples between convex and 01 loss models. CoRR (2020)
Zhibo Yang, Yanan Yang, Yunzhe Xue, Frank Y. Shih, Justin W. Ady, Usman Roshan
Accurate and adversarially robust classification of medical images and ECG time-series with gradient-free trained sign activation neural networks. BIBM (2020)
Yunzhe Xue, Meiyan Xie, Usman Roshan
Defending against substitute model black box adversarial attacks with the 01 loss. CoRR (2020)
Yunzhe Xue, Meiyan Xie, Usman Roshan
On the transferability of adversarial examples between convex and 01 loss models. ICMLA (2020)
Yunzhe Xue, Meiyan Xie, Usman Roshan
Towards adversarial robustness with 01 loss neural networks. CoRR (2020)
Yunzhe Xue, Meiyan Xie, Usman Roshan
Robust binary classification with the 01 loss. CoRR (2020)
Yunzhe Xue, Meiyan Xie, Usman Roshan
Towards adversarial robustness with 01 loss neural networks. ICMLA (2020)
Abdulrhman Aljouie, Yunzhe Xue, Meiyan Xie, Usman Roshan
Challenges in predicting glioma survival time in multi-modal deep networks. BIBM (2020)
Yanan Yang, Fadi G. Farhat, Yunzhe Xue, Frank Y. Shih, Usman Roshan
Classification of Histopathology Images with Random Depthwise Convolutional Neural Networks. ICBRA (2020)
Abdulrhman Aljouie, Ling Zhong, Usman Roshan
High scoring segment selection for pairwise whole genome sequence alignment with the maximum scoring subsequence and GPUs. Int. J. Comput. Biol. Drug Des. 13 (1) (2020)
Meiyan Xie, Yunzhi Li, Yunzhe Xue, Lauren Huntress, William Beckerman, Saum A. Rahimi, Justin W. Ady, Usman Roshan
Vessel lumen segmentation in carotid artery ultrasounds with the U-Net convolutional neural network. BIBM (2020)
Yunzhe Xue, Usman Roshan
Image Classification and Retrieval with Random Depthwise Signed Convolutional Neural Networks. IWANN (1) (2019)
Abdulrhman Aljouie, Usman Roshan
Multi-path convolutional neural network for glioblastoma survival group prediction with point mutations and demographic features. BIBM (2019)
Meiyan Xie, Yunzhe Xue, Usman Roshan
Stochastic Coordinate Descent for 01 Loss and Its Sensitivity to Adversarial Attacks. ICMLA (2019)
Meiyan Xie, Usman Roshan
Exploring Classification, Clustering, and Its Limits in a Compressed Hidden Space of a Single Layer Neural Network with Random Weights. IWANN (1) (2019)
Xin Yin, Vincenzo Musco, Iulian Neamtiu, Usman Roshan
Statistically Rigorous Testing of Clustering Implementations. AITest (2019)
Yunzhe Xue, Usman Roshan
Random depthwise signed convolutional neural networks. CoRR (2018)
Abdulrhman Aljouie, Nihir Patel, Usman Roshan
Cross-validation and cross-study validation of kidney cancer with machine learning and whole exome sequences from the National Cancer Institute. CIBCB (2018)
Abdulrhman Aljouie, Nihir Patel, Bharati Jadhav, Usman Roshan
Cross-validation and cross-study validation of chronic lymphocytic leukaemia with exome sequences and machine learning. Int. J. Data Min. Bioinform. 16 (1) (2016)
Abdulrhman Aljouie, Usman Roshan
Prediction of Continuous Phenotypes in Mouse, Fly, and Rice Genome Wide Association Studies with Support Vector Regression SNPs and Ridge Regression Classifier. ICMLA (2015)
Nihir Patel, Bharati Jhadav, Abdulrhman Aljouie, Usman Roshan
Cross-validation and cross-study validation of chronic lymphocytic leukemia with exome sequences and machine learning. BIBM (2015)
Turki Turki, Usman Roshan
Weighted Maximum Variance Dimensionality Reduction. MCPR (2014)
Turki Turki, Muhammad Ihsan, Nouf Turki, Jie Zhang, Usman Roshan, Zhi Wei
Top-k Parametrized Boost. MIKE (2014)
Satish Chikkagoudar, Dennis R. Livesay, Usman Roshan
PLAST-ncRNA: Partition function Local Alignment Search Tool for non-coding RNA sequences. Nucleic Acids Res. 38 (Web-Server-Issue) (2010)
Usman Roshan, Satish Chikkagoudar, Dennis R. Livesay
Searching for evolutionary distant RNA homologs within genomic sequences using partition function posterior probabilities. BMC Bioinform. 9 (2008)
Dennis R. Livesay, Patrick D. Kidd, Sepehr Eskandari, Usman Roshan
symporter family. BMC Bioinform. 8 (2007)
Satish Chikkagoudar, Usman Roshan, Dennis R. Livesay
eProbalign: generation and manipulation of multiple sequence alignments using partition function posterior probabilities. Nucleic Acids Res. 35 (Web-Server-Issue) (2007)
Usman Roshan, Dennis R. Livesay
Probalign: multiple sequence alignment using partition function posterior probabilities. Bioinform. 22 (22) (2006)
Yuri Dotsenko, Cristian Coarfa, Luay Nakhleh, John M. Mellor-Crummey, Usman Roshan
PRec-I-DCM3: a parallel framework for fast and accurate large-scale phylogeny reconstruction. Int. J. Bioinform. Res. Appl. 2 (4) (2006)
David A. Bader, Usman Roshan, Alexandros Stamatakis
Computational Grand Challenges in Assembling the Tree of Life: Problems and Solutions. Adv. Comput. 68 (2006)
Usman Roshan, Dennis R. Livesay, Satish Chikkagoudar
Improving progressive alignment for phylogeny reconstruction using parsimonious guide-trees. BIBE (2006)
Usman Roshan, Dennis R. Livesay, David La
Improved Phylogenetic Motif Detection Using Parsimony. BIBE (2005)
Cristian Coarfa, Yuri Dotsenko, John M. Mellor-Crummey, Luay Nakhleh, Usman Roshan
PRec-I-DCM3: A Parallel Framework for Fast and Accurate Large Scale Phylogeny Reconstruction. ICPADS (2) (2005)
Z. Du, Alexandros Stamatakis, F. Lin, Usman Roshan, Luay Nakhleh
Parallel Divide-and-Conquer Phylogeny Reconstruction by Maximum Likelihood. HPCC (2005)
Usman Roshan, Bernard M. E. Moret, Tandy J. Warnow, Tiffani L. Williams
Rec-I-DCM3: A Fast Algorithmic Technique for Reconstructing Large Phylogenetic Trees. CSB (2004)
Inderjit S. Dhillon, Edward M. Marcotte, Usman Roshan
Diametrical clustering for identifying anti-correlated gene clusters. Bioinform. 19 (13) (2003)
Luay Nakhleh, Usman Roshan, Lisa Vawter, Tandy J. Warnow
Estimating the Deviation from a Molecular Clock. WABI (2002)
Bernard M. E. Moret, Usman Roshan, Tandy J. Warnow
Sequence-Length Requirements for Phylogenetic Methods. WABI (2002)
Luay Nakhleh, Bernard M. E. Moret, Usman Roshan, Katherine St. John, Jerry Sun, Tandy J. Warnow
The Accuracy of Fast Phylogenetic Methods for Large Datasets. Pacific Symposium on Biocomputing (2002)
Luay Nakhleh, Usman Roshan, Katherine St. John, Jerry Sun, Tandy J. Warnow
Designing fast converging phylogenetic methods. ISMB (Supplement of Bioinformatics) (2001)
Luay Nakhleh, Usman Roshan, Katherine St. John, Jerry Sun, Tandy J. Warnow
The Performance of Phylogenetic Methods on Trees of Bounded Diameter. WABI (2001)