Bilal Alsallakh

Art Institute of Portland — United States

Computer Science · Physical Sciences

14h-index1.8kcitations38works0.02yr avg
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Research Topics

Data Visualization and Analytics(22), Adversarial Robustness in Machine Learning(6), Time Series Analysis and Forecasting(6), Data Management and Algorithms(5), Anomaly Detection Techniques and Applications(5)

Publications38 total

Bias Mitigation Framework for Intersectional Subgroups in Neural Networks
arXiv (Cornell University)·2022· 1 citedOpen Access
Method cards for prescriptive machine-learning transparency
2022· 16 cited
Prescriptive and Descriptive Approaches to Machine-Learning Transparency
CHI Conference on Human Factors in Computing Systems Extended Abstracts·2022· 10 citedOpen Access
A Tour of Visualization Techniques for Computer Vision Datasets
arXiv (Cornell University)·2022· 1 citedOpen Access
Mind the Pad -- CNNs Can Develop Blind Spots
International Conference on Learning Representations·2021· 13 cited
Convolution Can Incur Foveation Effects
International Conference on Learning Representations·2021
Investigating Saturation Effects in Integrated Gradients
arXiv (Cornell University)·2020· 4 citedOpen Access
Mind the Pad -- CNNs can Develop Blind Spots
arXiv (Cornell University)·2020· 31 citedOpen Access
Captum: A unified and generic model interpretability library for PyTorch
arXiv (Cornell University)·2020· 626 citedOpen Access
Visualizing Classification Structure of Large-Scale Classifiers
arXiv (Cornell University)·2020Open Access
Advances in Visual Computing
Lecture notes in computer science·2018· 9 cited
Prediction Scores as a Window into Classifier Behavior
arXiv (Cornell University)·2017· 3 citedOpen Access
Do Convolutional Neural Networks Learn Class Hierarchy?
IEEE Transactions on Visualization and Computer Graphics·2017· 206 citedOpen Access
26‐2: <i>Invited Paper</i>: Recent Advances in HMI for Automotive Aftermarket Applications
SID Symposium Digest of Technical Papers·2017
&lt;italic&gt;PowerSet&lt;/italic&gt;: A Comprehensive Visualization of Set Intersections
IEEE Transactions on Visualization and Computer Graphics·2016· 29 cited
A task-based evaluation of combined set and network visualization
Information Sciences·2016· 12 citedOpen Access
The State‐of‐the‐Art of Set Visualization
Computer Graphics Forum·2015· 124 citedOpen Access
Supporting activity recognition by visual analytics
2015· 14 cited
Integrative analysis of RNA, translation, and protein levels reveals distinct regulatory variation across humans
Genome Research·2015· 222 citedOpen Access
Vials: Visualizing Alternative Splicing of Genes
IEEE Transactions on Visualization and Computer Graphics·2015· 22 citedOpen Access
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Frequent Co-authors

Silvia Miksch(16), Narine Kokhlikyan(9), Vivek Miglani(6), Orion Reblitz-Richardson(6), Wolfgang Aigner(6), Helwig Hauser(5), Liu Ren(4), Peter Rodgers(4), Peter Bodesinsky(4), Carlos L. Araya(3), Luana Micallef(3), M. Eduard Gröller(3), Markus Bögl(3), Theresia Gschwandtner(3), Miguel Vargas Martín(2), Can Cenik(2), Elif Sarinay Cenik(2), Gun Woo Byeon(2), Fabian Grubert(2), Sophie I. Candille(2)