TopoAct: Visually exploring the shape of activations in deep learning A Rathore, N Chalapathi, S Palande, B Wang Computer Graphics Forum 40 (1), 382-397, 2021 | 35 | 2021 |
Mapper Interactive: A scalable, extendable, and interactive toolbox for the visual exploration of high-dimensional data Y Zhou, N Chalapathi, A Rathore, Y Zhao, B Wang 2021 IEEE 14th Pacific Visualization Symposium (PacificVis), 101-110, 2021 | 26 | 2021 |
Autism classification using topological features and deep learning: A cautionary tale A Rathore, S Palande, JS Anderson, BA Zielinski, PT Fletcher, B Wang Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019 | 21 | 2019 |
Topological simplifications of hypergraphs Y Zhou, A Rathore, E Purvine, B Wang IEEE Transactions on Visualization and Computer Graphics 29 (7), 3209-3225, 2022 | 12 | 2022 |
TopoBERT: Exploring the topology of fine-tuned word representations A Rathore, Y Zhou, V Srikumar, B Wang Information Visualization 22 (3), 186-208, 2023 | 8 | 2023 |
VERB: Visualizing and Interpreting Bias Mitigation Techniques for Word Representations A Rathore, S Dev, JM Phillips, V Srikumar, Y Zheng, CCM Yeh, J Wang, ... arXiv preprint arXiv:2104.02797, 2021 | 8 | 2021 |
Experimental observations of the topology of convolutional neural network activations E Purvine, D Brown, B Jefferson, C Joslyn, B Praggastis, A Rathore, ... Proceedings of the AAAI Conference on Artificial Intelligence 37 (8), 9470-9479, 2023 | 6 | 2023 |
VERB: Visualizing and interpreting bias mitigation techniques geometrically for word representations A Rathore, S Dev, JM Phillips, V Srikumar, Y Zheng, CCM Yeh, J Wang, ... ACM Transactions on Interactive Intelligent Systems 14 (1), 1-34, 2024 | 5 | 2024 |
Understanding and implementing cyclegan in tensorflow H Bansal, A Rathore CycleGAN, https://hardikbansal. github. io/CucleGANBlog (22 pages), 2017 | 5 | 2017 |
An Interactive Visual Demo of Bias Mitigation Techniques for Word Representations From a Geometric Perspective A Rathore, S Dev, V Srikumar, JM Phillips, Y Zheng, M Yeh, J Wang, ... NeurIPS 2021 Competitions and Demonstrations Track, 330-335, 2022 | 1 | 2022 |
System, Method, and Computer Program Product for Debiasing Embedding Vectors of Machine Learning Models DEV Sunipa, Y Zheng, M Yeh, W Junpeng, W Zhang, A Rathore US Patent App. 18/280,792, 2024 | | 2024 |
Topological Data Analysis and Visualization for Interpretable Machine Learning A Rathore The University of Utah, 2023 | | 2023 |
A Visual Tour of Bias Mitigation Techniques for Word Representations A Rathore, S Dev, JM Phillips, V Srikumar, B Wang Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | | 2021 |